How Does Governed Autonomy Work in Offensive Security?
Governed autonomy lets AI agents run red team operations at machine speed while a human still holds the final say on every risky move.
Vendor news
Funding rounds, leadership changes, incidents, new capabilities and announcements across the vendors in this catalog — collected automatically from vendors' own public feeds. Product release versions are on their own page, so the landing feed here never reads as one vendor's changelog.Where this comes fromEvery item links to the vendor's own published source: a GitHub release feed, a changelog, a status page, an SEC filing or a company blog. Nothing here is written or editorially reviewed by 0-Doubt, and nothing is a recommendation — it is machine-collected public record, labelled the same way as all other baseline content on the platform. Coverage is uneven by design: a vendor that publishes no public feed will not appear, and that absence is not a judgement about the vendor.
1,008 matching stories — announcement, in Security Orchestration, Automation & Response (SOAR) — showing up to 3 per vendorPer-vendor capWhile browsing, no single vendor may fill more than three slots on any one page, so a vendor with a chatty release cadence cannot buy the page you are looking at. That means a page can render fewer stories than the count above. Searching a headline or naming a vendor turns the cap off, because then you have asked to see everything that matches.
Why Annual Red Teaming Is No Longer Enough
A once-a-year red team test can't keep pace with attackers who weaponize new flaws in days. Here's what continuous, autonomous red teaming looks like instead.
How to Eliminate SIEM False Positives Efficiently
Your SIEM is likely generating hundreds of false positives daily. Here's how to fix that without adding headcount.
ATT&CK grew a 15th tactic: A practical DFIR field guide to the Stealth / Defense Impairment split
Artifacts and tooling for the new Enterprise MITRE ATT&CK matrix tactics, distilled from the field.
Devil’s advocate? Uncensored Luciferus AI service advertised underground
Uncensored refers to a lack of typical guardrails or ethical restrictions, lowering the technical barrier of entry into cybercrime
Exception Management Process: Steps, Workflow & Best Practices
Introduction Organizations routinely encounter situations where a policy, control, security requirement, compliance obligation, or established standard cannot be met as defined. These deviations may be necessary, but managing them through email approvals, spreadsheets, or informal requests can create governance gaps. An exception management process provides a structured way to identify, request, assess, approve, monitor, review,... The post Exception Management Process: Steps, Workflow & Be
Agentic Investigation for Identity Alerts: A Field Comparison
Drowning in identity alerts? 10 AI SOC platforms compared for triaging impossible travel, MFA fatigue, and credential-compromise alerts, plus the question that decides the category: where does the evidence for the verdict live? The post Agentic Investigation for Identity Alerts: A Field Comparison appeared first on D3 Security.
Your AI Keys Are The Loot Now
Anthropic's September 2026 threat report spans seven harm areas. For SOC teams, the actionable finding is that AI credentials are now a primary target. The post Your AI Keys Are The Loot Now appeared first on D3 Security.
We Read 1,000 SOC Job Postings. Security Teams Are Hiring Three Builders for Every Analyst.
The SOC Rebuild Index: 2026 Edition codes 665 US security operations postings by role, pay, and AI requirement. Here is what the hiring record shows. The post We Read 1,000 SOC Job Postings. Security Teams Are Hiring Three Builders for Every Analyst. appeared first on D3 Security.
Metasploit Wrap Up: This One Goes to Sixteen!
This One Goes to Sixteen!Another banger from Metasploit with sixteen new modules, including ten exploit modules, with five on the CISA KEV list. Cisco, Papercut, Sonicwall, Jetbrains, and Langflow all have exploit modules, and not to be outdone, we even have a Metasploit scanner to watch the watchers!New module content (16)Elasticsearch ingest-attachment Apache Tika XFA XXE Local File ReadAuthors: Bourbon Offensive Security Services and Jean-Marie BourbonType: AuxiliaryPull request: #21739 contr
The Fraud Ecosystem: A Transition From Known Marketplaces to a Fragmented Environment
IntroductionThe surge in emerging threat actors directly correlates with the rapid escalation of victim counts and stolen financial resources. Simultaneously, this growth has spurred the proliferation of specialized supply storefronts across social media platforms, dark web channels, and various smaller niche marketplaces. Security teams today face evolving challenges, requiring them to continuously refine monitoring channels, adjust operational strategies, and foster cross-functional internal c
AI Governance Framework: A Guide for Security Teams and MSSPs
AI governance determines who is accountable for each AI system an organization operates and what evidence it needs to provide to regulators. Legal and risk teams define accountability, while security teams put the controls and evidence in place. Learn which rules apply in the EU, US, and UK, how to identify AI systems already in use, and what an effective AI governance framework needs to cover. The post AI Governance Framework: A Guide for Security Teams and MSSPs appeared first on Zynap.
The SOC Just Gained a Capability It Never Had
Agentic investigation is the shift your SOC could never staff. Here is how the always-on AI, the evolved analyst, and the expert on call now fit together.
Top AI SOC Vendors in 2026
The 10 AI SOC vendors worth evaluating in 2026, ranked, with what each is best at and the one question that separates them.
Agentic SOC: Why the Model Is the Easy Part
An agentic SOC is only as good as what surrounds the model. Best of 25 frontier models: a 45.1% MITRE coverage score, zero passes. Five demands to make on a demo.
“Eye” spy: Cyclops Blink returns with extended capabilities
Upgraded modular malware observed in attacks on Cisco Firewall Management Center (FMC) devices
Web Shell Detection and Investigation | Prophet Security
How to detect a web shell, confirm one without guessing, and hunt for the ones that never fired an alert: telemetry, provenance, and the investigation methodology.
Palo Alto Networks Named a Leader in the 2026 Gartner® Magic Quadrant™ for Hybrid Mesh Firewall
Securing Every Environment at the Speed of Frontier AI Recognized as a Leader for the second consecutive time and positioned furthest for Completeness of Vision. Palo Alto Networks is advancing hybrid mesh … The post Palo Alto Networks Named a Leader in the 2026 Gartner® Magic Quadrant™ for Hybrid Mesh Firewall appeared first on Palo Alto Networks Blog.
What is an AI SOC? The Key to Solving Persistent SOC Challenges | Prophet Security
Advances in agentic AI solutions have ushered in an era where an AI-powered SOC is a reality. Learn how AI-powered SOCs transform alert triage, accelerate investigations, and augment security analysts
Top 5 AI SOC Analyst Platforms of 2026 | Prophet Security
Compare the top 5 AI SOC analyst platforms of 2026: integration coverage, investigation depth, accuracy, and pricing, ranked for security leaders.
From Online Activism to Physical Disruption: How Security Teams Can Spot Escalating Risk
The post From Online Activism to Physical Disruption: How Security Teams Can Spot Escalating Risk appeared first on Ontic.
From Online Activism to Physical Disruption: How Security Teams Can Spot Escalating Risk
The post From Online Activism to Physical Disruption: How Security Teams Can Spot Escalating Risk appeared first on Ontic.
From Online Activism to Physical Disruption: How Security Teams Can Spot Escalating Risk
The post From Online Activism to Physical Disruption: How Security Teams Can Spot Escalating Risk appeared first on Ontic.
Secure AI Coding: Governing every agent, artifact, and identity
Enterprises are seeing an unprecedented surge in AI coding adoption with spend on AI coding tools projected to top $13 billion in this calendar year1, compounding at more than 60% annually. For … The post Secure AI Coding: Governing every agent, artifact, and identity appeared first on Palo Alto Networks Blog.
Context-Driven SIEM Log Reduction for SOC Teams
Finding a SIEM log cut takes minutes. Knowing it is safe takes hours. Realm's Reduction Rule Assessment puts the reasoning and the risks in one easy to read summary. The post Context-Driven SIEM Log Reduction for SOC Teams appeared first on Realm Security.
Palo Alto Networks security advisory (AV26-905)
The Threat Operator: How AI Will Reshape the SOC and the Cybersecurity Career Path
As AI begins operating across intelligence, hunting, detection, investigation, and response, security teams will need a new kind of professional to direct the defense and take responsibility for the outcome.
SAP HANA Architecture Explained: Components, Benefits, and Tradeoffs
09/09/26 What is SAP HANA architecture? SAP HANA is a multi-model, in-memory, column-oriented database that supports transactional and analytical processing in one system. When teams discuss SAP HANA architecture, they are usually referring to two related areas: Internal database services, including the index server and ... The post SAP HANA Architecture Explained: Components, Benefits, and Tradeoffs appeared first on SolarWinds Blog.
Credentialed Pre-Port Discovery: Don't Probe the Host, Ask it
If your scan engine already holds credentials for a host, it can ask that host which ports are open instead of probing for them.Every scan begins with the same question: which ports on this host are open? Everything after it, from identifying services to checking for vulnerabilities to evaluating policy, depends on the answer being right. The traditional answer comes from the outside: the scan engine sends traffic to a range of ports and infers each port's state from how the host responds. That
Folding RUM Into Incident Response
We built real user monitoring into our existing product, so a slow page load and the backend request behind it land together as a single thing to investigate.
Synqly Adds Google Network Security Integration for Cloud Traffic Visibility
Synqly adds a Google network security integration, giving OEM security vendors one API to query Google Cloud VPC Flow Log events and configurations. The post Synqly Adds Google Network Security Integration for Cloud Traffic Visibility first appeared on Synqly.
How CISOs Explain Why Collapsing Attacker Timelines Require an AI Operating Layer Between Security Teams and Existing Tools
Attacker reconnaissance and execution are collapsing from days and hours to minutes and seconds. Enterprise defenses, meanwhile, can take days, weeks, or months to adapt to new attacker capabilities, and hours or days to detect, investigate, and contain an attack already underway. That widening gap is the board case for an AI SOC. The enterprise […]
5 Valuable Findings From the 2026 State of ITSM Report for Service Desk Leaders
09/08/26 AI can speed up service desk work. It can also make the service desk busier, create new maintenance work, and expose weak data and unclear metrics. That is the central takeaway from SolarWinds 2026 State of ITSM Report, based on a survey of 844 ... The post 5 Valuable Findings From the 2026 State of ITSM Report for Service Desk Leaders appeared first on SolarWinds Blog.
Synqly Adds AWS Network Security Integration for Cloud Traffic Visibility
Synqly adds an AWS network security integration, giving OEM security vendors one API to query VPC Flow Log traffic events and configurations. The post Synqly Adds AWS Network Security Integration for Cloud Traffic Visibility first appeared on Synqly.
August 2026 Cyberthreat Intel Report: How a Small UK Power Plant Became a Very Public Warning
Cynet’s CyOps Threat Intelligence Team tracked 1,011 claimed ransomware victims, ten critical and high-severity CVEs, and three new malware families in August. But the story that will stick is the one that didn’t touch a keyboard belonging to any of them directly: a small UK power generator got knocked fully offline for four days, and […]
When the tap becomes a target: Cyberattacks can disrupt everyday life.
When the tap becomes a target: Cyberattacks can disrupt everyday life. A cyberattack on a water system can lead to low pressure, safety warnings and a community asking whether it can still trust an essential service. Most people never think about the software behind a glass of water. That is exactly how essential services should […] The post When the tap becomes a target: Cyberattacks can disrupt everyday life. first appeared on BlockAPT | Autonomous AI Cybersecurity.
We gave all our employees access to Tines 3B. Here's what happened next.
Audit Sampling: Methods, Techniques, Sample Size, Risk & Examples
In Simple Terms: Audit sampling means testing a carefully selected portion of a larger population to obtain audit evidence about the population as a whole. What Is Audit Sampling? Audit sampling is an audit procedure in which the auditor applies testing procedures to fewer than 100% of the items in a relevant population and uses... The post Audit Sampling: Methods, Techniques, Sample Size, Risk & Examples appeared first on ASPIA Infotech.
An Exciting New Range Of Database Webinars
09/07/26 Database teams have an exciting line up of database webinars to choose from this month… Each session runs live twice, once for North America and once for EMEA/APAC, so you can pick whichever time works for you. Can’t make it live? Register anyway and ... The post An Exciting New Range Of Database Webinars appeared first on SolarWinds Blog.
AI Cybersecurity Trends 2026: What 304 Real Incidents Show About How Attacks Actually Start
Most attacks in the first half of 2026 did not break in. They logged in. Eight in 10 confirmed host breaches Cynet’s team handled started with a stolen or socially engineered login.AI did not invent a new kind of attack. It made the old ones cheap, fast, and convincing enough to fool a help desk.The […]