AI in the SOC — Thought leadership

Thought leadership

Opinion and research from vendors and researchers that is not about a specific announcement.

Imperum on LinkedIn · 20 Oct 2026

Gartner ’s first Hype Cycle for AI-Driven Cybersecurity makes a point worth repeating: many GenAI features sold as “AI agents” are really assistants added to existing tools. Cost is the other concern.

Detections AI on LinkedIn · 19 Oct 2026

392073565 is an IP address. Converted from decimal, then from hex, you're left with 23.94.145[.]93, the download host used in a ClickFix-style chain that Nightwatch surfaced on 8 October. Tim Peck , our Director of Threat Research, published the teardown today.

Kai Security on LinkedIn · 19 Oct 2026

3 in 4 business leaders rank cyber incidents among the biggest risks to their performance over the next two years. Barely half are highly confident they would spot a sophisticated attack when it lands.

Tuskira on LinkedIn · 19 Oct 2026

Tuskira Threat Brief: Week of October 19, 2026 Low-Cost Agentic Hacking, Election Official Smishing, and Judicial Supply Chain Outages Chinese hacker uses $5K in AI agent calls to breach 100+ sites Source: Reuters ▪️ TL;DR: A single hacker used autonomous AI agents to scan…

Binalyze on LinkedIn · 19 Oct 2026

🚨 300 potential threats ignored every single day! That's the reality facing enterprise Security Operations Centers, according to our latest 2026 State of the SOC Report, featured in Interface Magazine.

D3 Security on LinkedIn · 19 Oct 2026

TELL ME HOW IT GOT THERE A security architect, evaluating AI SOC tools: "I don't want an investigation that tells me if something's malicious. I want one that tells me how it got there." Most AI tools fail this test. They hand you a verdict and close the alert.

Crogl on LinkedIn · 19 Oct 2026

Solid hypothesis. Clean ATT&CK mapping. Then three of the four hours in the hunt window go to wrangling data across three systems. PEAK, TaHiTI, Sqrrl, and ATT&CK plan hunts well. They stall when the evidence is fragmented.

CrowdStrike on LinkedIn · 19 Oct 2026

AI agents are accessing data and taking action across the enterprise. But do security teams have visibility into what they're doing?

Arambh Labs on LinkedIn · 19 Oct 2026

This exact conversation happens in some SOC every night around 2 AM. The uncomfortable part: Marcus isn’t wrong. He’s right 49 times out of 50. Dave probably did check something like it in March. That’s what makes the 50th time so expensive.

Elastic on LinkedIn · 19 Oct 2026

Blocking 100% of attacks means nothing if it buries your team in false positives or slows down every file execution. The 2026 AV-Comparatives EPR CyberRisk Quadrant rigorously measures both sides: prevention and detection capabilities along with 5-year operational impact.

Elastic on LinkedIn · 18 Oct 2026

There's a lot of AI hype in security right now. A lot of vendors are promising that you can replace everything your SOC analysts do with an agent. Jackie McGuire on why that's not realistic and what the right framework for AI autonomy in security operations actually looks like.

Torq on LinkedIn · 18 Oct 2026

David Melamed, PhD , Head of Emerging Technologies at Torq, has been making the case that the SOC should run on decisions, not alerts. In part 3 of his series, he takes on SOAR.

Mandiant on LinkedIn · 16 Oct 2026

🚨 Since late August 2026, suspected PRC-nexus threat actor ARMORY CASTLE (formerly UNC5221) has been exploiting a critical zero-day (CVE-2026-102764) in self-hosted BeyondTrust Remote Support appliances.

Arctic Wolf on LinkedIn · 16 Oct 2026

As AI transforms security operations, trust and visibility will be just as important as speed and automation. Read more from Arctic Wolf President and CEO Nick Schneider's conversation with CRN: https://bit.ly/4yk5SHx On stage at the 2026 XChange Best of Breed Conference, Nick…

Arctic Wolf on LinkedIn · 16 Oct 2026

“Everything is accelerating, and so simply put, if your technologies and your teams aren’t accelerating at the same rate that the threat landscape is, you’re in trouble.” Live from the 2026 Security Operations Summit, Arctic Wolf Chief Revenue Officer Will May joined MTS Live to…

Embed Security on LinkedIn · 16 Oct 2026

Not all AI security products are created equal. And adding AI to your SOC doesn’t automatically mean less work for your analysts.

Simbian on LinkedIn · 15 Oct 2026

Gemini 4 Argon is the first Google model to make the top 3 on our threat-hunting benchmark. Run one hunt three times, though, and you get three scores. 26 real attack campaigns, about 100,000 logs each, no alert to follow.

Anvilogic on LinkedIn · 15 Oct 2026

A Google search for ChatGPT. One pasted command. A real invoice paid to the wrong account. No password or MFA prompt anywhere in the chain. Huntress researchers walked through a ClickFix to BEC attack that runs end to end in about 24 hours.

Palo Alto Networks on LinkedIn · 15 Oct 2026

You do not have three years. Palo Alto Networks Unit 42 recently investigated a human attacker who used Frontier AI models to carry out an enterprise intrusion. Work that would ordinarily take multiple red teams around two weeks took about 10 hours.

D3 Security on LinkedIn · 15 Oct 2026

ONE TENANT, ONE TRAIL A phishing campaign hits 14 of your tenants. Different identity stacks, different email tools, different approval requirements per client. Sequential manual investigation runs 25 minutes per tenant, nearly six analyst-hours, single file.

Arctic Wolf on LinkedIn · 15 Oct 2026

New Pack Alert: Arctic Wolf is tracking PREY-0059, a social engineering cluster that impersonates internal IT help-desk staff over Microsoft Teams, delivers Windows update-themed lures from Amazon S3 buckets named after each victim, and runs a Java-based RAT through a bundled…

Wirespeed on LinkedIn · 15 Oct 2026

The future of security relies on whoever has the fastest software. They'll win. 🚀 Tim MalcomVetter joined the Phillip Wylie Show during CYBR.SEC.CON in Houston to discuss what cyber insurance data reveals about which security controls actually work, why so many in the industry…

Bricklayer AI on LinkedIn · 15 Oct 2026

Security leaders have faced this decision before: build your own capabilities, buy a platform, or partner with a provider. As Norman Currie explores in this article, agentic AI brings that familiar question back to security operations, with a new set of architectural…

Dropzone AI on LinkedIn · 15 Oct 2026

Full alert coverage means every alert gets investigated, whatever the volume or what time it is. A healthy-looking metric can hide a backlog. This carousel turns overnight hours, weekends and shift handoffs into checks you can run on your own queue.

Stellar Cyber on LinkedIn · 15 Oct 2026

WHAT DOES ISOC MEAN FOR MSSPs? Maybe you've heard of ISOC (Integrated Security Operations Center), Gartner's new category. Maybe not. But where does your MSSP business stand, and what does ISOC mean about the value you can offer your customers?

Binalyze on LinkedIn · 15 Oct 2026

2,047 alerts. Every day. Of those, over 1,200 are ignored or dismissed as false positives, including more than 300 potential threats left uninvestigated for lack of resources. For enterprises with 5,000+ employees, the daily total climbs to 3,115.

Rilian on LinkedIn · 15 Oct 2026

A cheaper model doesn’t fix inefficient architecture. In a recent conversation with Security Point Break , Rilian CEO and Co-Founder Christian Schnedler explained why runaway AI costs often come down to system design: “The shortcut that they’re taking is creating a huge…

Cognna on LinkedIn · 15 Oct 2026

Your SIEM is up. Your dashboards are green. So why are your logs going missing? A SIEM solution can appear perfectly healthy while critical security events are delayed, dropped, or never make it to detection in the first place. In our latest blog, “Your SIEM Solution Is Up.

Eventus Security on LinkedIn · 15 Oct 2026

Choosing a Managed SOC is not just about threat detection. It’s also about trust, data sovereignty and accountability. Your SOC has visibility into far more than threats. It handles sensitive security telemetry, user activity, incident evidence and investigative data.

Huntbase on LinkedIn · 14 Oct 2026

Credit first: @TheM3gatr0n on X published research this week on Operation CAIRN, what they describe as an autonomous AI attack platform found running in the wild.

Command Zero on LinkedIn · 14 Oct 2026

Somebody left a gift on four of your workstations. Tied up in a bow and everything. Trojan:Win32/Vigorf.A. Defender blocked it, the console said "prevented," and most of you would have closed the ticket right there. I don't close tickets on vibes.

Kai Security on LinkedIn · 14 Oct 2026

Letting a machine fix what it finds is a governance decision as much as a technical one. 👨⚖️ Alfredo Hickman , Kai CISO, explains why in The AI Journal . AI has made finding risk fast, and he argues the next step is letting machines act on it in proportion to the evidence.

Cylerian on LinkedIn · 14 Oct 2026

How much alert noise can you cut without letting a single threat slip past? We ran System 1 on 4,564 live enterprise alerts and swept the confidence threshold from 0.1 to 0.9. On Jev, every threshold from 0.1 to 0.5 sent 100% of malicious alerts to Cyra.

Prophet Security on LinkedIn · 14 Oct 2026

14% of security practitioners in our State of AI in Security Operations 2026 survey turned off a detection rule because they couldn't keep up with what it produced. Another 26% said they could see themselves doing it.

Bricklayer AI on LinkedIn · 14 Oct 2026

What does it take to put agentic AI to work in enterprise security? The hardest parts of building a multi-agent system for enterprise security are often the ones you don't see in a demo.

Swimlane on LinkedIn · 14 Oct 2026

91% say AI makes SOC jobs more satisfying. What's the catch? New Swimlane research with Sapio Research surveyed 500 security professionals and leaders in the U.S. and U.K. to find out. AI now handles more of the work that used to train junior analysts.

Stellar Cyber on LinkedIn · 14 Oct 2026

THE PYRAMID OF INFLUENCE...1 YEAR LATER. Last year, Christophe Briguet introduced the idea that not all feedback was created equal. Check out this new blog in Cybercrime Magazine about what we've been able to prove after a year of trials. The bottom line?

Kai Security on LinkedIn · 13 Oct 2026

Some of the best questions in security never get asked, because nobody on the team has the hours. ⏳ Galina Antova , our co-founder and CEO, wrote about what changes when that limit goes away.

Wirespeed on LinkedIn · 13 Oct 2026

A calculator solves a math problem instantaneously, and it's right every time. ➕➗ AI can solve it, too. It just takes longer. ⏳ When it comes to your security, wouldn't you prefer a tool that gets there faster (and cheaper)?

Kai Security on LinkedIn · 13 Oct 2026

An AI discovery engine flagged eight vulnerabilities as critical. After independent review, only one kept that rating. ☝️ Chris Pedigo , our VP of Solution Engineering, argues that teams building AI into vulnerability management should read that result as a specification for how…

Exabeam on LinkedIn · 13 Oct 2026

Ask a security leader what scares them most right now, and the answer isn't hackers. It's their own AI agents. We surveyed 600 security and finance leaders, and 48% now rank AI agents with excessive, compromised, or unintended access as the single greatest threat to their…

Arctic Wolf on LinkedIn · 13 Oct 2026

As AI transforms security operations, trust and visibility will be just as important as speed and automation. Read more from Arctic Wolf President and CEO Nick Schneider 's conversation with CRN : https://bit.ly/4yk5SHx On stage at the 2026 XChange Best of Breed Conference, Nick…

Simbian on LinkedIn · 13 Oct 2026

Claude Haiku 5.5 runs a threat hunt for about a cent. Then it stops after about 10% of its turn budget. We ran Anthropic's newest small model on 26 real attack campaigns in our Cyber Defense Benchmark, about 100,000 logs each, with no alert to follow. It scored 9.3% coverage.

Cotool on LinkedIn · 13 Oct 2026

Here's our co-founder and CEO Max Pollard on the time he network-contained himself in the middle of a demo. About a year ago, he hit approve when he meant to hit reject, and dropped out of the demo. With the tools available back then, getting back online took 30 to 45 minutes.

Anvilogic on LinkedIn · 13 Oct 2026

“AI-native” became an RFP checkbox. Most security vendors check it. Few can back it up. In Forbes, our Founder and CEO Karthik Kannan lays out four questions to ask any vendor before the pilot: 1. Does it know your environment, or just the internet? 2.

Sevii on LinkedIn · 13 Oct 2026

Attackers can exploit new vulnerabilities within minutes. Why wait for an alert to act? In a new feature from SaaSTake , Sevii CEO & Cofounder Curt Aubley discusses how Sevii’s Autonomous Preemptive Security (APS) module is changing the way organizations defend against emerging…

D3 Security on LinkedIn · 13 Oct 2026

COST TO SERVE DECIDES THE DECADE The MDR market is splitting along one line. Providers whose “cost to serve” falls as they grow, and providers whose cost grows with every client signed.

Exaforce on LinkedIn · 13 Oct 2026

A login from a new network looks identical in the logs whether it belongs to a read-only user or an over-provisioned super admin. It should not get the same priority.

BlinkOps on LinkedIn · 13 Oct 2026

A verdict is half the job. Benign or malicious. That's where most AI SOC tools stop. And that's only half the job. It's also not always a binary question. Say a detection fired 847 times last month. 812 were auto-closed as benign. Looks great on the dashboard.

Secure.com on LinkedIn · 13 Oct 2026

A scanner that finds 4,000 vulnerabilities hasn't helped you. It's just moved the hard part onto your desk. Now someone has to figure out which of those 4,000 actually matter, and the scanner can't help with that. See what proof looks like → https://lnkd.in/dfecwm_r

Crogl on LinkedIn · 12 Oct 2026

NEW on the Crogl blog: 5 Requirements for Autonomous SOC in On-Prem & Air-Gapped Environments. Evaluating autonomous SOC platforms for a regulated or air-gapped environment? Feature lists won’t tell you what you need to know. Architecture will.

Tuskira on LinkedIn · 12 Oct 2026

Tuskira Threat Brief: Week of October 12, 2026 Grocery System Outages, CI/CD Remote Code Execution, and Social Engineering Lures Retail giant Ahold Delhaize takes systems offline after cyberattack Source: BleepingComputer ▪️ TL;DR: Ahold Delhaize suffered a major cyberattack…

Simbian on LinkedIn · 12 Oct 2026

Claude Haiku 5.5 runs a threat hunt for about a cent. Then it stops at 10% of its turn budget. We ran Anthropic's newest small model on the Cyber Defense Benchmark (October 2026 leaderboard). It placed 28th of 30 and found 9.3% of the attack.

Elastic on LinkedIn · 12 Oct 2026

We identified a malicious npm package, apexacc/cli, which led us to an operation posing as a Web3 accelerator. Read more about REF8801 by Jia Yu Chan and Daniel Stepanic : https://go.es.io/4B0YOlN The fake accelerator spent months courting crypto founders with free Claude and…

Kai Security on LinkedIn · 12 Oct 2026

One attacker using frontier AI models has gone after at least nine South Korean banks since late September. 🏦 Shinhan Bank alone reported about 25,000 customers' personal information compromised, and investigators believe AI models did much of the work that let a single person…

Exabeam on LinkedIn · 12 Oct 2026

An attacker doesn't need to look suspicious. They just need to look like a normal user long enough to access sensitive data. Rules-based detection is tough in this scenario because the credentials are valid.

D3 Security on LinkedIn · 12 Oct 2026

ONE ALERT NAME, FOUR INCIDENTS “Credential Access, Treasury Account.” That alert is a genuine compromise, a scheduled password rotation, a VPN connection misread by geolocation, or a service account doing its job. The alert name cannot tell you which.

Arambh Labs on LinkedIn · 12 Oct 2026

The most effective phish we’ve seen this quarter didn’t fake chatgpt.com . It ran on the real thing. A sponsored Google ad for “chatgpt” opened a Custom GPT called “Plus 5.6” on the real ChatGPT site.

Binalyze on LinkedIn · 12 Oct 2026

Attacks break out in 28 minutes; SOCs take 37 to act. That's the gap at the heart of our 2026 State of the SOC Report, built on a survey of 400 CISOs and senior IT leaders across the US and UK. The big finding? SOCs don't have an alert problem. They have a truth problem.

DeepTempo on LinkedIn · 11 Oct 2026

AI is making ransomware operators more efficient. In research posted October 9, Atos Threat Research Center describes an exposed server associated with an INC-affiliated ransomware operator.

Strike48 on LinkedIn · 11 Oct 2026

Before an AI agent is allowed to handle cyber threats on its own, it has to prove itself. Md. Abul Kalam Azad,CISSP,CISA,CISM, CRISC , CISO at Eastern Bank PLC, sets the threshold at 95% detection accuracy: an AI must automatically catch 95 out of 100 attacks in testing before…

SentinelOne on LinkedIn · 10 Oct 2026

🚨 This week, a suspected ShinyHunters admin was reportedly detained in Jordan, the DOJ charged a ransomware remediation owner with fraud and sentenced a dark web market co-creator to 40 years, while fake AI ad portals phished credentials and MFA codes, and a critical Atlassian…

DeepTempo on LinkedIn · 10 Oct 2026

A trusted agent can still be an untrusted entry point. Zenity's October 8 AgentCorruption research describes how access to one public-facing AWS AgentCore agent could expose credentials and reach other agents in the same account and region.

CrowdStrike on LinkedIn · 9 Oct 2026

The exploit window is shrinking. The adversary is accelerating. Frontier AI is removing the friction that once slowed cyberattacks — accelerating vulnerability discovery, exploitation and attack execution. Security teams can’t fix everything.

CrowdStrike on LinkedIn · 9 Oct 2026

Threat intel is only as useful as the action it drives. What changes when AI agents can help close the gap between research and response, while keeping analysts in control? Watch the full lightboard to see it in action: https://lnkd.in/eM7u3E5V

Tuskira on LinkedIn · 9 Oct 2026

“It’s easier than ever to find vulnerabilities, but verifying, prioritizing, and fixing these findings remains challenging.” Anthropic wrote this week in its Cyber Mission launch that, after Project Glasswing scanned hundreds of open-source projects, it still hadn’t produced…

7AI on LinkedIn · 9 Oct 2026

Most security teams already know what good security looks like. The challenge is delivering it every time with the people, budget and hours they have. Israel Barak 's new CSO Online article explains how to pick a first AI use case.

CrowdStrike on LinkedIn · 9 Oct 2026

Threat actors would rather log in than hack in. As adversaries evolve their reasoning in seconds, compromised credentials give them a direct path into the enterprise, making identity one of the most critical battlegrounds in modern cybersecurity.

Detections AI on LinkedIn · 9 Oct 2026

A PeopleSoft zero-day is under active exploitation, and Oracle patches on a quarterly clock. The turnaround is the story this week. Contributors had Intel Exchange reports up while the advisories were still warm, with the detections attached.

Arctic Wolf on LinkedIn · 9 Oct 2026

Cyber threats move at machine speed. Security operations should too. Read the perspective from LoneStar Advisory & Research: https://bit.ly/4hw0KuL LoneStar Advisory & Research's Will Townsend takes a closer look at the Arctic Wolf Aurora Agentic SOC and how its agent-led…

Splunk on LinkedIn · 9 Oct 2026

Security analysts don’t need more alerts. They need the right context. Risk-based alerting helps SOC teams connect signals, prioritize real threats, and spend less time chasing noise.

Command Zero on LinkedIn · 9 Oct 2026

A new term showed up in security hiring this week: the “Level 1.5” analyst. It comes from a report Rogers Cybersecure Catalyst released on October 7, built on consultations and roundtables with employers and security practitioners.

Artemis Security on LinkedIn · 9 Oct 2026

Artemis runs millions of defensive operations across enterprise environments such as detection, investigation, threat hunting, and incident response. We post-trained Orion-1 to master those operations.

Sevii on LinkedIn · 9 Oct 2026

Automation vs Autonomy: A playbook can only take you so far. Reasoning changes the game. Traditional security automation executes predefined workflows.

7AI on LinkedIn · 9 Oct 2026

The SIEM made sense when your data lived in one data center. Today it's spread across cloud platforms, SaaS apps, and data lakes, and security teams are paying to copy all of it into one place.

Conifers AI on LinkedIn · 9 Oct 2026

If AI can investigate an attack in minutes but response and containment takes hours, the attacker still has time to act. That gap is why cybersecurity may be one of the first enterprise functions to move AI from copilot to autonomy.

Spectrum Security on LinkedIn · 9 Oct 2026

Someone forked OnionClaw, the Tor-based agent skill for searching leak sites, added a single zip archive under a routine-looking bug-fix commit, and turned the fork into the front door to an infostealer.

Cylerian on LinkedIn · 8 Oct 2026

“How far do you trust the AI?” is the wrong question. Cylerian agents investigate alerts on their own and stay read-only. The only way they change anything is through Actions, and each Action has its own approval policy. Closing a benign alert: fully autonomous.

Simbian on LinkedIn · 8 Oct 2026

Sonnet 5 scored 17 points below Sonnet 4.6 on our Cyber Defense Benchmark. Opus 4.8 lost almost 12 points against Opus 4.6. Grok 4.7 slipped below Grok 4.6 too. Part of the drop is how long a model keeps looking.

Prophet Security on LinkedIn · 8 Oct 2026

"What happens to my team?" That question comes up in nearly every conversation about AI in the SOC. "The SOC will not shrink by 2030" is the answer from Gartner's new report, The Roles Required for the AI-Enabled Security Operations Center (SOC) by Pete Shoard.

Kai Security on LinkedIn · 8 Oct 2026

"We can never step away from all the security guardrails and process when we're doing testing." 💯 Kai Co-Founder and CEO Galina Antova spoke with Kyle Alspach at CRN about what the recent rogue AI agent incidents should teach security teams.

DeepTempo on LinkedIn · 8 Oct 2026

Learning together should not mean handing over your raw data. On October 2, Google Research described a federated-learning system built around verifiable privacy and auditable access policies.

Kai Security on LinkedIn · 8 Oct 2026

48% of CISOs say a quarter or more of their known vulnerabilities stay open for longer than 30 days. 📊 In our 2026 State of Autonomous Defense survey of 500 CISOs, 17% put that share at half or more.

Command Zero on LinkedIn · 8 Oct 2026

Meet Greg. Greg answers customer questions for a living, in Honduras. Greg isn't his real name. I changed it, because I'm a professional. In under a day, someone tried to sign in as Greg from five countries.

Binalyze on LinkedIn · 8 Oct 2026

Containing an incident is one thing. Understanding its full impact is another. As new details emerge about the ASOS cyber incident, questions remain about the extent of customer information potentially exposed.

Arctic Wolf on LinkedIn · 8 Oct 2026

New Pack Alert: An active cyber-espionage campaign is targeting government, defense, naval, aerospace, and other strategically significant sectors across APAC.

Binalyze on LinkedIn · 8 Oct 2026

Every security team eventually faces the same question: "We have the alert... now what?" That question sits at the heart of our latest CIO Times feature. At Binalyze, we believe investigation deserves the same attention the industry has given prevention and detection.

Qevlar on LinkedIn · 8 Oct 2026

Your SOC can close every case faster with AI and still fail to answer: did the attacker get what they came for? Part of the problem is that attackers give AI an objective to achieve, while defenders give it a queue of tasks to complete.

Eventus Security on LinkedIn · 8 Oct 2026

Saudi enterprises are transforming fast. Security operations can't afford to become the bottleneck. • New cloud workloads. • New digital services. • New identities. • New applications. • New integrations.

CrowdStrike on LinkedIn · 7 Oct 2026

New CrowdStrike Cyber Superintelligence Lab research examines how attackers could circumvent LLM safety classifiers by breaking harmful tasks into benign requests and reassembling the outputs.

Louie AI on LinkedIn · 7 Oct 2026

GTP-6 Astra and Anthropic Fable 5.1 botsbench investigation scores are out, and they're pretty compelling if you have the budget. On CyBT-CTF, 59 incident-response cases worked in Splunk, Astra reaches an impressive 69% and Fable 5.1 reaches 61%. And yet..

Kai Security on LinkedIn · 7 Oct 2026

60% of organizations still take more than a week to fix a critical vulnerability, while attackers can find and exploit one far faster. 🔐 Alfredo Hickman , our CISO, puts the problem on the operating model.

7AI on LinkedIn · 7 Oct 2026

The AI threat is arriving faster than the org charts built to handle it. Greg Hanniman on why AI deserves dedicated people and what he's telling his executive leadership to get there. Hear more. #BlackHat #cybersecurity #agenticsecurity Audience 1st Dani Woolf

Spectrum Security on LinkedIn · 7 Oct 2026

If you haven't seen the Spectrum Threat Graph yet, you're missing out. It visualizes end-to-end how Spectrum works: - Identify threats that matter to your environment - Map threats to techniques for detecting them - Find all relevant procedures for writing or fixing detections …

Strike48 on LinkedIn · 7 Oct 2026

As AI agents absorb routine alert triage, human work is pivoting from manual queue monitoring to case validation, AI-aware workflow engineering, and proactive exposure management.

DeepTempo on LinkedIn · 7 Oct 2026

Only 11% of nearly 400 businesses surveyed could accurately forecast their AI spending, according to a study cited by The Wall Street Journal this week. That should concern anyone building an AI SOC. Attackers can scale the work they create.

Prophet Security on LinkedIn · 7 Oct 2026

“SOC Engineers in 2030 are a blend of threat expertise, data fluency, and AI system design to prevent fragile automation from becoming the next source of operational risk.” In this report, Gartner discusses: 🦾 How L1/L2 roles are evolving and what to change in training and…

Strike48 on LinkedIn · 7 Oct 2026

Basic cyberattack prevention doesn't have to be overcomplicated. Access management, multifactor authentication, and limiting how far an attacker can move after gaining a foothold go a long way. Petra Klein is the CSO at Swedbank.

Rapid7 on LinkedIn · 7 Oct 2026

📥 Yesterday, ASOS customers opened their phones to find a hostile push notification, sent via the retailer’s own app. According to the message, attackers had compromised the company’s Snowflake environment; now, ASOS's security teams were being summoned to engage with the threat…

Binalyze on LinkedIn · 7 Oct 2026

What happens when hackers tell your customers you’ve been breached before you do? That’s effectively what happened in the ASOS cyber incident this week. While security teams work to establish the facts, attackers can create panic, generate attention and start shaping the story.

Exabeam on LinkedIn · 6 Oct 2026

Duncan Riley at SiliconANGLE & theCUBE takes a closer look at how Exabeam is advancing the agentic SOC. His reporting highlights a shift underway: AI agents are moving from point assistance to persistent investigation, while human judgment remains central to how security teams…

Torq on LinkedIn · 6 Oct 2026

Just in from TechTarget 👀 At the CyberRisk Alliance Cybersecurity Summit this week, Torq's Briana Clark shared findings from our AI SOC Leadership Report: 97% of security leaders believe AI can handle alert triage. Only 35% have actually deployed it.

Kai Security on LinkedIn · 6 Oct 2026

94% of UK CISOs told us they're ready for AI-accelerated attacks, while only 33% said they're strongly confident in that readiness. SecurityBrief UK covered what sits underneath those numbers in our UK research, with Nick Degnan , our Chief Revenue Officer weighing in.

D3 Security on LinkedIn · 6 Oct 2026

A BREACH SHOULDN'T BE A BILLING EVENT Prospects keep flagging the same pricing trap: AI SOC tools that charge by investigation. By remediation. By usage. Think about the incentive. Your worst week becomes your biggest invoice.

Binalyze on LinkedIn · 6 Oct 2026

When an incident is unfolding, an information vacuum can quickly become part of the problem. The latest coverage of the suspected ASOS incident, now on AOL, reports that the group behind the notification has made a further claim; this time saying payment information is not…

DeepTempo on LinkedIn · 6 Oct 2026

A faster SOC is not automatically a safer SOC. Yesterday, Ars Technica reported on prompt-injection attacks that cross trust boundaries between AI agents. An instruction passed along by another agent can look trusted even when it started with an attacker.

Command Zero on LinkedIn · 6 Oct 2026

Phoenix to New York in 49 minutes. Roughly 2,100 miles at three times the speed of sound. Either the user keeps a private jet nobody told me about, or somebody picked a different VPN server between sips of coffee. I've met the jet crowd. This wasn't them.

Binalyze on LinkedIn · 6 Oct 2026

What attackers claim and what the evidence can prove are two very different things! As coverage of the suspected ASOS incident continues, the Daily Mail has featured Binalyze VP of Market Strategy Marie Wilcox on the tactics behind the highly public notification sent to…

Crogl on LinkedIn · 6 Oct 2026

Quarterly vuln scan just dropped. 12,000+ findings. 4,200 of them "critical." Good luck with that. That score doesn't know your network. A 9.8 on a dusty test box isn't the same emergency as a 6.5 next to your domain controller.

Stellar Cyber on LinkedIn · 6 Oct 2026

SO...WHAT EXACTLY IS ISOC? You may or may not have heard of Gartner's new category: the Integrated Security Operations Center, or ISOC. But what does it mean for the industry, and what does it mean for your business?

Palo Alto Networks on LinkedIn · 6 Oct 2026

95% of critical infrastructure leaders are bracing for Frontier AI-powered attacks. Our State of Critical Infrastructure Cybersecurity Report reveals a widening gap: while 29% of CVEs are exploited within 24 hours, legacy OT environments average 55 days to deploy a patch.

BlinkOps on LinkedIn · 6 Oct 2026

Your SOC gets the same phishing alert three times. A pure-reasoning agent investigates it three different ways. Different paths. Different verdicts. Nothing you can test or audit. That variance is the real production problem, and a smarter model doesn't fix it.

Binalyze on LinkedIn · 6 Oct 2026

A cyber incident playing out on customers’ home screens in real time. That’s one of the most striking aspects of the suspected ASOS incident, and something Binalyze VP of Market Strategy Marie Wilcox highlighted in The Standard’s live coverage today.

Binalyze on LinkedIn · 6 Oct 2026

Attackers don’t just exploit systems. They exploit pressure. Following reports that thousands of ASOS customers received a notification claiming the retailer had been hacked, Binalyze VP of Market Strategy Marie Wilcox spoke to The Guardian about the incident and the pressure…

Secure.com on LinkedIn · 6 Oct 2026

This week, an AI agent hacked the people whose entire job is finding everyone else's vulnerabilities. Clumsy enough that its victim called the attack "loud and very messy." It reached root in seconds anyway. Full breakdown.👇

Spharaka on LinkedIn · 6 Oct 2026

Not every AI SOC is autonomous. Most products sold as an AI SOC still hand the real work to an analyst. The difference comes down to who investigates, and who decides. 01 AI-assisted SOC: AI summarises and enriches alerts. An analyst still investigates every one.

Kai Security on LinkedIn · 5 Oct 2026

AI agents tried to break into the website of Library and Archives Canada, even though nobody told them to. 🤖 Transluce , the research nonprofit that flagged it, said the attempt failed. Inside enterprises the same behavior is showing up.

Splunk on LinkedIn · 5 Oct 2026

In the race to agentic AI, the real advantage might be knowing when not to hit the gas. For partners, the opportunity coming out of #splunkconf26 isn’t just about deploying more AI.

CrowdStrike on LinkedIn · 5 Oct 2026

What happens when attackers stop running out of time? Or patience? Or options? Frontier AI is changing the constraints that have shaped cyber offense for decades, giving adversaries new ways to explore attack paths, exploit weaknesses, and pursue opportunities at machine speed.

Tuskira on LinkedIn · 5 Oct 2026

Tuskira Threat Brief: Week of October 5, 2026 EHR Operational Pauses, Evolving Insider Pathways, and APT Phishing Pivots Epic pauses product dev to patch systemic security bugs Source: TechCrunch ▪️ TL;DR: Healthcare giant Epic paused core product development to remediate…

D3 Security on LinkedIn · 5 Oct 2026

SentinelOne on LinkedIn · 5 Oct 2026

An AI coding assistant with full system permissions installed a trojanized LiteLLM package on its own. No human reviewed the update. SentinelOne caught the attack the same day it launched.

Intezer on LinkedIn · 5 Oct 2026

"We can't not have level one analysts." That was GM Financial 's AVP of Cyber, David Barron's answer when we asked during AI SOC Live how AI is changing the entry-level analyst role. His reasoning is simple. Level threes eventually retire.

Intezer on LinkedIn · 5 Oct 2026

Wirespeed on LinkedIn · 5 Oct 2026

There's a new place for threat actors to hang out and chat: your inbox. 📬 🧑💻 In Coalition, Inc. Incident Response investigations, they noticed inbox rule names were being used for multiple threat actors to communicate with each other within the same inbox.

Arctic Wolf on LinkedIn · 5 Oct 2026

7AI on LinkedIn · 5 Oct 2026

Legacy MDR runs on a shared bench of analysts, so its capacity grows only as fast as the provider can hire. Alert volume grows at machine speed.

Spectrum Security on LinkedIn · 5 Oct 2026

Fixing your SecOps starts with detection - but that shouldn't mean you have to rip out your SIEM. Here are some of the SIEMs Spectrum works with today: Splunk , Google SecOps, Microsoft Sentinel, Elastic , Sumo Logic , Databricks , and CrowdStrike .

Arctic Wolf on LinkedIn · 5 Oct 2026

When we set out to build the Aurora Agentic SOC, we didn't just want to make triage faster. We fundamentally re-engineered our SOC to strengthen every job it does, and enhancing the Concierge Experience for our customers was a key part of that.

Backline AI on LinkedIn · 5 Oct 2026

"It's AI until you trust it, and then it's automation", says Bartley Richardson , Chief AI Officer at CrowdStrike and a Backline advisor. He uses that line to describe how every security capability earns its way to autonomy. Detection and triage both made that crossing.

Cognna on LinkedIn · 5 Oct 2026

AI isn’t just helping attackers move faster. It’s changing how attacks are planned, executed, and scaled. Anthropic’s latest threat intelligence report documents cases that point to a broader shift in the economics of offense. But what does that actually mean for defenders?

Torq on LinkedIn · 4 Oct 2026

Tool count, headcount, capability checklists: none of it tells you if your team is making accurate, explainable decisions fast.

SentinelOne on LinkedIn · 3 Oct 2026

🚨 This week, cybercrime hit ransomware operations, crypto exchange infrastructure, and Pentagon personnel records. 🚦 The Good: A former U.S.

Elastic on LinkedIn · 2 Oct 2026

What happens when your AI model's guardrails block your own incident response? Jackie McGuire explains why model lock-in is a single point of failure for security teams.

7AI on LinkedIn · 2 Oct 2026

Anthropic's analysis of GLM-5.3 puts a date on something security teams have been planning for: a freely downloadable model that can develop exploits at frontier level, about four months behind the US frontier.

D3 Security on LinkedIn · 2 Oct 2026

FOUR HOURS IS AN ARCHITECTURE QUESTION DORA gives a financial entity four hours to file the initial notification on a significant ICT incident. Manual alert-to-classification runs 45 to 90 minutes on a good day, and the queue does not pause for the clock.

CrowdStrike on LinkedIn · 2 Oct 2026

This Cybersecurity Awareness Month, AI safety starts with recognizing a new reality: the rise of the Agent State. Introduced by George Kurtz at Fal.Con 2026, the Agent State marks a new era where AI puts nation-state capabilities within reach of eCrime actors, insiders, and…

Andesite on LinkedIn · 2 Oct 2026

Every AI SOC platform will eventually tell you it has “agents.” The more important question is: What can those agents actually do, and how can you evaluate them? Security teams should look beyond the number of agents or the sophistication of the demo.

Bricklayer AI on LinkedIn · 2 Oct 2026

NVIDIA recently announced its Open Agent Safety Platform, bringing independent enforcement into the agent stack at the runtime and infrastructure level. We think there's an important opportunity to build on that approach.

Exabeam on LinkedIn · 2 Oct 2026

AI agents are changing the insider risk conversation and the market is taking notice. Enterprise Times ' Steve Brooks took a close look at our new research, The Agentic Insider: From Monitoring to Understanding, and highlighted one of its most important implications…

Stellar Cyber on LinkedIn · 2 Oct 2026

THE NEXT FRONTIER... ...is Identity Security. Your customers already generate identity telemetry. But how do you leverage it into a service that gives a more holistic view of a potential attack, and more importantly, how do you guide response to stay proactive in your identity…

Secure.com on LinkedIn · 2 Oct 2026

In the cloud, the thing you need to investigate is often gone before you get to it. Containers and functions live for minutes, then disappear and take the evidence with them.

HarkX on LinkedIn · 2 Oct 2026

The conversation around autonomous security operations often focuses on what AI can automate. But the more important conversation is what organisations need to get right before autonomy can create lasting value. And that’s where successful enterprise adoption begins.

Exabeam on LinkedIn · 1 Oct 2026

Security analysts don't have a judgment problem. They have a time and volume problem. As environments fill with AI agents, automated workflows, and non-human identities, security teams need a new operating model.

Kai Security on LinkedIn · 1 Oct 2026

Our UK research puts the country ahead of the global average on machine-led security. But that still isn't enough to tip the scales. Nick Degnan , our Chief Revenue Officer, put the stakes plainly.

Andesite on LinkedIn · 1 Oct 2026

As AI takes on more work in the SOC, one question becomes increasingly important: Can you show how a decision was made? Auditability in human-AI security operations requires more than a record of the final answer.

Simbian on LinkedIn · 1 Oct 2026

The September Simbian newsletter is out. We put 27 models through an LLM security test. Three open-weight models beat Claude Opus 4.8, and none of the 27 passed. The full session is now on demand.

Binalyze on LinkedIn · 1 Oct 2026

Forensic investigation used to be expensive. It depended on specialist time and manual collection, so it couldn't run as a routine managed service.

7AI on LinkedIn · 1 Oct 2026

Color pickers, ad blockers, and other everyday Chrome extensions have been quietly running attacker-controlled code inside employees' browsers.

Wirespeed on LinkedIn · 1 Oct 2026

Here's what we were up to in Q3. 📊 Reaching verdicts and automatically remediating in about 1200 milliseconds. Only escalating 2.5K events from 11.1M detections. 🤏 This noise reduction and speed is possible in your environment. Heck, we might even beat it.

Torq on LinkedIn · 1 Oct 2026

Our Field CISO John White has briefed a lot of boards on a lot of hard topics during his 20+ years as a CISO for enterprises like Virgin Atlantic, ASOS, Liberty Global, and KPMG. Here's his playbook for getting AI in the SOC across the finish line in the boardroom.

Arambh Labs on LinkedIn · 1 Oct 2026

Nobody has ever asked us how many agents we run. They ask what their team has to look at tomorrow morning. So that's the number we hold ourselves to. Armor OS works every alert to a verdict with the evidence attached, and about 10% need a human decision.

Rapid7 on LinkedIn · 1 Oct 2026

AI is changing more than the tools we use inside the SOC. It's redefining where people create value, which engineering skills our teams actually need, and how security operations should be measured as a whole.

Backline AI on LinkedIn · 1 Oct 2026

October's cybersecurity awareness theme is "Don't Make It Easy for Them." Good advice. Turn on MFA, slow down on the suspicious link, keep the phone updated. Now, run the same test on your enterprise.

Cognna on LinkedIn · 1 Oct 2026

Your Microsoft security stack can detect a lot, but detection is only one part of security operations. Someone still needs to monitor what matters, investigate suspicious activity, hunt for threats that evade automated detection, and respond when something happens.and now, two…

Mandiant on LinkedIn · 30 Sep 2026

Mandiant and Google Threat Intelligence Group (GTIG) have identified active, in-the-wild exploitation of a zero-day vulnerability affecting Citrix NetScaler ADC and Gateway appliances (CVE-2026-88772).

Wirespeed on LinkedIn · 30 Sep 2026

Threat actors want to be you. Scratch that. They just want to steal your identity, and have found ways to do it where the sessions aren't flagged because the authentication evidence is clean on the surface.

Kai Security on LinkedIn · 30 Sep 2026

52% of CISOs say they don't trust automated remediation. At the same time, 60% need more than a week to close a critical vulnerability. You see the problem there, too, right? Eran Livne , our VP of Product, hears "I'm not letting it push to production" almost every week.

Kai Security on LinkedIn · 30 Sep 2026

The AI jobs conversation usually starts with what people lose. Kai CEO Galina Antova wants to move the conversation to what security teams get back. 🚀 "Reaching zero is not the end of the story for a security team.

D3 Security on LinkedIn · 30 Sep 2026

BUSINESS TRIP OR BREACH An impossible-travel alert is a VPN exit node, a booked flight, a carrier’s geolocation being wrong, or an account takeover. The alert looks identical in all four cases.

Embed Security on LinkedIn · 30 Sep 2026

Building an AI SOC prototype has never been easier. Building one your analysts will trust at 2 a.m. on a Tuesday is a very different proposition. The build-vs.-buy conversation often focuses on what a system can do in a demo.

Kai Security on LinkedIn · 29 Sep 2026

Obvious failure is just that, obvious. That's exactly why it's easy to spot. 🔍 The problem is that if you point a language model at inconsistent scanner data, it will not fail obviously. Instead, it fails plausibly and then survives review.

Spectrum Security on LinkedIn · 29 Sep 2026

🚨 New from Spectrum's Delta team 🚨 Anthony Jirouschek took apart a BitM phishing kit that has no credential-capture code in it at all, because it never needs to steal a password.

Dropzone AI on LinkedIn · 29 Sep 2026

Data quality has overtaken skilled staff as one of the top barriers to threat hunting. The SANS Institute 2026 Threat Hunting Survey, written by Josh Lemon of SANS Institute, draws on responses from 500 security professionals.

Arambh Labs on LinkedIn · 29 Sep 2026

Every alert Armor Investigate closes teaches Armor Hunt where to look next. Every hunt that finds something hands Armor Detect a new rule to write. Every rule that ships sends Investigate a cleaner alert.

Elastic on LinkedIn · 29 Sep 2026

Social engineering used to force attackers to choose between reach and precision. AI now gives them both. The tactics haven’t changed... phishing, impersonation, and access compromise still dominate. Reconnaissance that once took roughly 40 hours now takes minutes.

Torq on LinkedIn · 29 Sep 2026

Your analyst marked it a false positive yesterday. Your AI triage flagged it again today. 🔁 Most AI SOC tools query, retrieve, and forget. Every alert treated like the first. Every verdict lost.

Binalyze on LinkedIn · 29 Sep 2026

MDR providers watch the environment. Incident response service providers get called in once something has gone badly wrong. That split is breaking down. MDR providers want to take investigations further before handing them off.

Andesite on LinkedIn · 29 Sep 2026

Every SOC has tribal knowledge. It lives in analysts’ instincts, investigation patterns, and understanding of the environment, often accumulated over years. The problem? Much of it never makes it into the system.

Bricklayer AI on LinkedIn · 29 Sep 2026

You added AI. The work queue didn’t get shorter. AI copilots have made analysts faster. That matters. But faster doesn't change who has to do the work. As providers add copilots and agents, tool sprawl risks becoming agent sprawl.

Secure.com on LinkedIn · 29 Sep 2026

For two decades, the severity score decided what security teams fixed first. This week, CISA effectively retired it. That's just one thread in this issue of The Secure Signal, alongside a new AI browser attack with no CVE to patch, our Head of Engineering in Dark Reading, and…

HawkEye on LinkedIn · 29 Sep 2026

Should AI be making escalation calls in your SOC? Our view: low-risk calls, maybe. Anything that disables accounts, blocks traffic or touches production needs an analyst. We looked at this through TypeSafe's Jev, one of the newer models built for these decisions.

Eventus Security on LinkedIn · 29 Sep 2026

AI risk is now entering the SOC's blind spot. Most SOCs were built to monitor servers, endpoints, networks and applications. But what happens when the risk sits inside the AI systems and automated decisions driving your business?

Kai Security on LinkedIn · 28 Sep 2026

📈 As of this September, 2026 has brought 2,600 Microsoft CVEs, more than double 2020's full-year record of 1,245, and the TrendAI Zero Day Initiative expects AI-assisted discovery to keep the number climbing.

Tuskira on LinkedIn · 28 Sep 2026

Tuskira Threat Brief: Week of September 28, 2026 Actively exploited edge infrastructure, AI-controlled malware, and modular persistence are making breach paths faster to establish and harder to remove. 1.

Andesite on LinkedIn · 28 Sep 2026

A SOC platform should do more than help junior analysts process tickets. It should help them become better analysts. The difference comes down to whether the technology simply tells an analyst what to do or helps them understand why.

D3 Security on LinkedIn · 28 Sep 2026

CERTIFIED WORKFLOWS DO NOT RETIRE The most common objection to modernizing a regulated SOC: years of certified playbooks, tuned, versioned, and audited. Nobody rebuilds that for fun.

Embed Security on LinkedIn · 28 Sep 2026

"No one can easily publish a dataset like this, but that doesn’t mean it can’t exist. It just means each vendor has to build their own and be judged on whether they did." It's very hard to compare accuracy claims across AI SOC products because of a lack of shared tests and…

Eventus Security on LinkedIn · 28 Sep 2026

Eventus Threat Watch | Alert #26 THE DOMAIN LOOKED HARMLESS. THE RUNTIME WASN’T. A #ClickFix campaign is abusing third-party[.]com to selectively deliver a malicious Windows lure while showing non-Windows users a harmless page.

Secure.com on LinkedIn · 28 Sep 2026

The account that leaks your data probably belongs to someone who did nothing wrong. They got phished, and now an attacker has all the access they earned. Insider risk isn't about catching bad people. It's about noticing good accounts doing unusual things.

Intezer on LinkedIn · 27 Sep 2026

"Potentially unwanted application" might be the most dangerous label in security. To most teams, PUA means nuisance. It lands in the low-severity queue and stays there. Our research team just published findings on a family we named NinjaMare.

SentinelOne on LinkedIn · 26 Sep 2026

🚨 This week, cybercrime hit international ransomware syndicates, developer supply chains, and online retail infrastructure. 🚦 The Good: A U.S.

Command Zero on LinkedIn · 25 Sep 2026

Over the last month we published five pieces on where the modern SOC is heading. They're pulled here into one quick read. The short version: once machines take the first pass, the analyst tier chart, the automation line, the tool debate, the analyst's job, and the scorecard all…

Wirespeed on LinkedIn · 25 Sep 2026

When threat actors use AI to execute attacks at machine speed, your defense has to be even faster. 🏃♀️ Tim MalcomVetter explains how the speed of Wirespeed Automated Detection & Response (ADR) is built to beat hackers in milliseconds. Learn more about ADR: https://bit.ly/3Tow0CA

Detections AI on LinkedIn · 25 Sep 2026

Threat actor delivery picked up the pace this week and cloud sourced execution chains continued to be a common theme for enterprise attacks. Four new CISA KEVs, a RAT that gave up on exploits entirely and an npm loader nobody asked for.

Arambh Labs on LinkedIn · 25 Sep 2026

Adding AI to a SOC isn't a tooling decision. It's an org design decision. The tiered model existed because triage needed bodies. It doesn't anymore.

7AI on LinkedIn · 25 Sep 2026

Outsourced security operations often leave your team doing the investigation, the coordination, and the deciding. The New Standard for Managed Security Operations lays out four standards a provider should meet: absorb the work, reduce the noise, progress toward action, and make…

Torq on LinkedIn · 25 Sep 2026

When Jev launched, we wanted to know whether a zero-shot classifier you point at a task with nothing but a prompt and a list of labels, could replace the model we've spent years training for alert triage. So our AI research team tested it on the open GUIDE dataset.

Conifers AI on LinkedIn · 25 Sep 2026

Our new research finds that most of what lands in the SOC queue comes from vendor detections the team can’t tune. So when one gets noisy, the choice is to suppress it and accept a blind spot, or let it keep firing until analysts learn to ignore it. There’s a third option.

Cylerian on LinkedIn · 24 Sep 2026

One alert: an inbox rule hiding mail on a Microsoft 365 mailbox. Around it, 412,847 events. Seventeen explained it. The rule was step six, not step one. Thirty-three minutes earlier, a phishing page had captured a session token.

Prophet Security on LinkedIn · 24 Sep 2026

An account gets compromised, so you suspend it. That's fairly straightforward... until the account belongs to your CEO. Or your identity system admin, where the playbook locks you out of the tool you need to fix things ☠️ So you build a group for the exceptions, and now it's…

Strike48 on LinkedIn · 24 Sep 2026

Not all “AI agents” are the same. The key is constructing workflows that are primarily deterministic, and then knowing when to insert agentic decision making. For security and IT that require precision, this is essential to success.

Bricklayer AI on LinkedIn · 24 Sep 2026

Raising four kids turns out to have some lessons for building autonomous AI. Adam Vincent, Bricklayer’s founder and father of four, recently started teaching his oldest daughter to drive. His realization?

Kai Security on LinkedIn · 24 Sep 2026

Nobody is going to ask the adversary to slow down too. ⏸️ Leaders at The Wall Street Journal Technology Council Summit took that as given and spent their time on the part they control.

D3 Security on LinkedIn · 24 Sep 2026

ONBOARDING IS THE GROWTH CEILING Most MDRs are not sales-constrained. The pipeline signs faster than delivery can onboard, because every new client means weeks of playbook building and integration wiring.

Andesite on LinkedIn · 24 Sep 2026

AI can move through security data remarkably quickly, but speed creates a new problem if the evidence behind an AI-generated conclusion becomes difficult to follow. For AI to be trusted in security operations, analysts need to understand: What did the AI see?

BlinkOps on LinkedIn · 24 Sep 2026

A more accurate reasoning model won't make your AI security agent production-ready. The model was never the weak point. When production agents fail, the model didn't get worse. The system around it wasn't strong enough.

Binalyze on LinkedIn · 24 Sep 2026

Detection tells you *something* happened. Investigation tells you **what actually happened**. That's the mindset we've been championing at Binalyze from day one, and we're pleased to see it explored in our latest feature with CIO Times.

Conifers AI on LinkedIn · 24 Sep 2026

Our new research, The Detection Blind Spot, spans 14,652 detections in live enterprise environments. In the average organization we assessed, 47% of detections need attention. Some won’t fire when the technique they target is used.

Secure.com on LinkedIn · 24 Sep 2026

Patch cadence looks great on a dashboard. But attackers check what's actually reachable from the outside. The Cloud Security Teammate maps exposure across every cloud you run, so "reachable" stops being a guess and starts being a list.

AISOC on LinkedIn · 24 Sep 2026

How many different platforms does your team need to access before they have the full picture? With security data spread across SIEMs, EDR platforms, cloud security tools, threat intelligence feeds, email security solutions, and ticketing systems, it's easy for critical…

Eventus Security on LinkedIn · 24 Sep 2026

Middle East Cyber Pulse | Issue #4 When the cloud goes dark, does your SOC still see? Cloud infrastructure disruptions in Bahrain and the UAE have brought a critical resilience question into focus: What happens to security operations when the infrastructure carrying workloads…

Louie AI on LinkedIn · 23 Sep 2026

The latest botsbench results on the release of GLM 5.3 family are newsworthy not in intelligence for agentic AI investigations, but cost. Run on cybt-ctf, our 59 task SIEM investigation benchmark, we see that Z.ai’s effective answer to OpenAI’s Luna is GLM 5.3 Flash.

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