21 matches found
TraceTree
TraceTree TraceTree Demo TraceTree cascade-analyzer is an autonomous security organism designed for the agentic era. It moves beyond simple scanning into a robust, hardened, and scalable detection ecosystem. Like its mascot, the spider, TraceTree weaves a comprehensive web of protection around yo...
llm-agent-testbed
🛡️ LLM Agent Security Testbed Empirical Vulnerability & Defense Harness for Tool-Calling LLM Agents A disciplined security testbed testing whether tool-equipped LLM agents can be manipulated into unauthorized data exfiltration via prompt injection, role-claim social engineering, and confused-deput...
Resource-Optimized and Energy-Aware Agentic AI Framework Anchored on Blockchain for Secure Software Supply Chains
This paper proposes a blockchain-backed agentic security framework designed to safeguard the complete software development lifecycle SDLC while also securing the agentic AI components responsible for monitoring it. The framework coordinates a set of specialised security agents, covering source...
Reimagining the SOC for the agentic era in Microsoft Defender
The physics of cybersecurity are changing. So must the security operations center SOC. Cyberattackers are using agents to automate execution at unprecedented scale. What once required entire teams now requires a single operator and an agent framework. That shift has exposed a hard truth: security...
ScopeBench: Do Agents Preserve Engagement Boundaries under Goal Pressure?
Agents are increasingly deployed with real autonomy in web application and network penetration testing, where a single out-of-scope action can breach a client's engagement boundary. Existing offensive-security benchmarks measure raw hacking capability; as those benchmarks saturate, the real barri...
The OWASP Top 10 for LLM Applications 2026: From Model Risks to Agentic Security
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Rethinking security for the age of AI
Why security needs a new Cyber Stack — Introducing Project Perception The physics of cybersecurity are changing. Autonomous systems can now reason, adapt and operate continuously. At the same time, the cost of offense is falling, while the volume, velocity and complexity of what must be secured...
AccuKnox Wins Best AI Startup Award for Enterprise Agentic AI Security at BSides Bangalore
Bangalore, India, 22nd July 2026, CyberNewswire...
Agentic-SecPBFT: Agentic AI-Driven Proactive Security Framework for Wireless PBFT Consensus in Mobile Ad-Hoc Networks
The standard Practical Byzantine Fault Tolerance PBFT protocol, designed for stable, wired environments, exhibits critical vulnerabilities when deployed in settings like mobile ad-hoc networks, thus making it susceptible to sophisticated threats such as Sybil attacks, Byzantine collusion, and...
ADR: An Agentic Detection System for Enterprise Agentic AI Security
We present the Agentic AI Detection and Response ADR system, the first large-scale, production-proven enterprise framework for securing AI agents operating through the Model Context Protocol MCP. We identify three persistent challenges in this domain: 1 limited observability -- existing Endpoint...
Defense at AI speed: Microsoft’s new multi-model agentic security system tops leading industry benchmark
In this article 1. AI-powered vulnerability discovery at hyper-scale 2. Codename: MDASH—Microsoft Security’s new multi-model agentic scanning harness 3. Using codename MDASH for security research 4. The 5.12.2026 Patch Tuesday cohort 5. Two deep dives 1. CVE-2026-33827—Remote unauthenticated UAF ...
Towards Optimal Agentic Architectures for Offensive Security Tasks
Agentic security systems increasingly audit live targets with tool-using LLMs, but prior systems fix a single coordination topology, leaving unclear when additional agents help and when they only add cost. We treat topology choice as an empirical systems question. We introduce a controlled...
The agentic SOC—Rethinking SecOps for the next decade
Every major shift in cyberattacker behavior over the past decade has followed a meaningful shift in how defenders operate. When security operation centers SOCs deployed endpoint detection and response EDR—and later extended detection and response XDR—security teams raised the bar, pushing...
The Agentic Security Crisis: Why You Need to Act Now
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Security Considerations for Multi-Agent Systems
Multi-agent artificial intelligence systems or MAS are systems of autonomous agents that exercise delegated tool authority, share persistent memory, and coordinate via inter-agent communication. MAS introduces qualitatively distinct security vulnerabilities from those documented for singular AI...
OpenAI Unveils Aardvark: GPT-5 Agent That Finds and Fixes Code Flaws Automatically
OpenAI has announced the launch of an "agentic security researcher" that's powered by its GPT-5 large language model LLM and is programmed to emulate a human expert capable of scanning, understanding, and patching code. Called Aardvark , the artificial intelligence AI company said the autonomous...
How Trend Micro Empowers the SOC with Agentic SIEM
By delivering both XDR leadership and Agentic SIEM innovation under one platform, Trend is redefining what security operations can be...
A Survey on Agentic Security: Applications, Threats and Defenses
The rapid shift from passive LLMs to autonomous LLM-agents marks a new paradigm in cybersecurity. While these agents can act as powerful tools for both offensive and defensive operations, the very agentic context introduces a new class of inherent security risks. In this work we present the first...
Microsoft Expands Sentinel Into Agentic Security Platform With Unified Data Lake
Microsoft on Tuesday unveiled the expansion of its Sentinel Security Incidents and Event Management solution SIEM as a unified agentic platform with the general availability of the Sentinel data lake. In addition, the tech giant said it's also releasing a public preview of Sentinel Graph and...
Microsoft Expands Sentinel Into Agentic Security Platform With Unified Data Lake
Microsoft on Tuesday unveiled the expansion of its Sentinel Security Incidents and Event Management solution SIEM as a unified agentic platform with the general availability of the Sentinel data lake. In addition, the tech giant said it's also releasing a public preview of Sentinel Graph and...