SafeBreach to Unveil AI Agent Capabilities at Black Hat 2026

New AI agent capabilities democratize enterprise-grade publicity administration for safety groups of any dimension, a two-way Anvilogic integration closes the loop between validated findings and deployed detections, and SafeBreach Labs analysis exposes essential flaws in legacy Linux providers and Microsoft’s Python in Excel characteristic.

SafeBreach, the chief in enterprise publicity validation, at the moment introduced it would showcase new performance for its three AI brokers constructed to help the SafeBreach CTEM Platform, alongside a brand new integration with Anvilogic and authentic analysis from the SafeBreach Labs workforce, as a part of its exhibition at Black Hat USA 2026 and DEF CON 34 in Las Vegas from August 1-9.

New Functionality of Three Purpose-Built AI Agents Seeks to Democratize Fortune-100-Grade Exposure Management

The debut of recent capabilities throughout the Analyst, Validation, and SecOps brokers marks the following section of the SafeBreach CTEM Platform and displays the corporate’s dedication to democratizing Continuous Threat Exposure Management (CTEM) for safety groups of each dimension. The three brokers—that are orchestrated by the SafeBreach Helm AI infrastructure layer of the platform—handle a definite hole in publicity administration to assist organizations uncover exposures that actually matter, validate each enterprise and AI assault surfaces towards these exposures, and switch confirmed findings into deployed defenses, all by way of a single natural-language interface. The result’s measurable danger discount at enterprise scale, grounded in additional than 12 years of adversarial publicity validation (AEV) and 33,000+ actual assault simulations within the SafeBreach Hacker’s Playbook.

• Analyst Agent: Exposure Management Expertise for All. The SafeBreach Analyst Agent, chargeable for repeatedly correlating publicity information throughout inner and exterior assault surfaces, now integrates instantly with a company’s Vulnerability Management (VM) and External Attack Surface Management (EASM) instruments and applies distilled, de-identified greatest practices from the world’s most mature safety packages to determine the exposures that truly matter. The agent recommends simulator positioning, selects check eventualities based mostly on a company’s menace profile, pinpoints the place assaults are stopped throughout the safety stack, and prioritizes remediation the place it would measurably cut back publicity. For CISOs, the result’s Fortune-100-grade experience with out a Fortune-100 SOC—and a transparent, board-ready view of danger discount over time.
• Validation Agent: Adversarial Exposure Validation for the AI Attack Surface. The SafeBreach Validation Agent, chargeable for repeatedly testing safety defenses towards real-world attacker habits, now extends SafeBreach’s adversarial publicity validation to the big language mannequin (LLM) functions organizations are more and more deploying. Mapped to the OWASP Top 10 for LLMs, it simulates actual assaults throughout 4 classes, together with malicious normal actions, malicious cyber actions, information exfiltration, and system immediate leakage. This performance is now out there for AWS Bedrock, with Azure OpenAI protection to observe. As boards push AI adoption quicker than most safety groups can safe it, the SafeBreach Validation Agent offers CISOs proof, somewhat than assumptions, about the place their deployed AI instruments are uncovered and which guardrails shut the hole.
• SecOps Agent: Continuous Validation for the AI SOC. The SafeBreach SecOps Agent, chargeable for remodeling validated exposures into actionable remediation workflows, validates each human- and AI-generated detection-engineering guidelines towards actual adversary habits, confirming they hearth as meant and surfacing detection drift the second one stops working. Validated findings can now be routed instantly to Anvilogic—the Agentic SecOps platform—through a brand new two-way integration through which Anvilogic generates and deploys production-ready detections, closing the hole between a confirmed discovering and a working protection with out a handbook hand-off.

Anvilogic Integration Connects Attack Simulation, Detection Engineering, and Continuous Validation in One AI-Powered, Closed-Loop Workflow

SafeBreach will showcase a brand new, two-way integration with the Anvilogic platform that connects the SafeBreach CTEM Platform’s real-world assault simulation outcomes instantly to Anvilogic Blueprints, an agentic automation layer that makes use of AI brokers to autonomously run analyst features throughout onboarding, detection, triage, investigation, and another SOC workflow. When a SafeBreach assault simulation identifies a management hole, it routinely triggers Blueprints to convert a SafeBreach discovering right into a high-fidelity manufacturing detection. The Blueprints assessment the findings, checks which present detections already hearth on the method, and identifies the place an actual hole stays. From there, Blueprints creates, exams, and tunes a brand new detection for deployment, topic to a human approval gate. The SafeBreach CTEM Platform then re-runs the simulation to verify that the detection successfully identifies the assault. The loop runs every day, offering steady board-ready, audit-grade proof that recognized gaps stay closed over time. As a outcome, safety groups expertise a unified workflow that accelerates detection maturity and measurably reduces danger, with out including workforce headcount.

SafeBreach Labs Presents Original Research at Three Sessions

SafeBreach Labs Security Researcher Ron Ben Yizhak will current two items of authentic analysis throughout three classes at Black Hat USA 2026 and DEF CON 34 in Las Vegas, marking the workforce’s eighth consecutive 12 months of incomes talking slots at each conferences concurrently.

• Forgotten however Not Gone: Unauthenticated RCEs and LPEs in Legacy Linux Services
  • At Black Hat USA on Wednesday, August 5 at 4:30 pm PT in Jasmine, Level 3
  • At DEF CON on Saturday, August 8 at 11:00 am PT in LVCC – L1 – Exhibit Hall West 3 – 906
  • This analysis uncovers three extreme, decades-old vulnerabilities hiding in two very broadly deployed and customary Linux providers: Telnet and Samba. The findings reinforce a message CISOs are more and more appearing on: publicity validation has to cowl the total atmosphere, not simply what’s latest.
• From Square Root to /root: Escalating Privileges in Azure Containers with Python in Excel
  • At DEF CON on Friday, August 7 at 10:00 am PT in LVCC – L1 – Exhibit Hall West 3 – 903
  • This analysis reverse-engineers the remoted Azure container atmosphere behind Microsoft’s Python in Excel characteristic and exploits the file add mechanism to escalate privileges from an unprivileged person to root. The findings underscore how cloud isolation claims and productiveness options for contemporary information evaluation want the identical safety scrutiny as another belief boundary.

Visit SafeBreach at Black Hat USA 2026

SafeBreach product specialists shall be out there at sales space #1364 from August 1-6 to reveal the Analyst, Validation, and SecOps Agents, in addition to the Anvilogic integration. To schedule a time to join prematurely, go to safebreach.com/black-hat-usa-2026/.

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