Security Research from the AI Agent Frontier
Research, tools, and talks for breaking and securing Agents
Security ResearchAgentForger, Part 1: ChatGPT Cross-Site Agent Forgery
Mike Takahashi
What If There Was No Attacker, But Your Database Still Got Deleted?
Monitoring agentic emergent misalignment in the wild - a word of caution and a methodology proposal
Max Fomin
Threat Actors Are Using Ollama's Model Downloader as a Server-Side Weapon
A closer look at Ollama model-pull SSRF targeted activity in the wild
Avishai EfratandAyush RoyChowdhury
What You Don’t Know Can Hurt You: Why AI Security Research Needs to Move Out of the Lab and Into the Wild
What we can learn from observing real attacks, made by real adversaries
Ayush RoyChowdhuryandAvishai EfratThreat Actors Are Trying to use LiteLLM's Guardrail Tester to Run Code as Root
A closer look at custom-code guardrail sandbox-escape (CVE–2026-40217) activity in the wild
Avishai EfratandAyush RoyChowdhury
Bring Your Own Agent: Hijacking Exposed AI Backends to Power Offensive Operations
Threat actors attempting to hijack Ollama & LiteLLM endpoints to run pentesting agents, tools and web reverse-engineering
Ayush RoyChowdhuryandAvishai EfratThreat Actors Are Trying to Turn LiteLLM's Connection-Test Into a Key-Exfiltration Channel
A closer look at api_base SSRF (CVE-2024-6587) activity in the wild, and its nested variant
Avishai EfratandAyush RoyChowdhuryScanning for AI: Live Campaigns Mapping the Internet's Exposed LLM Backends
Inside mass discovery and model-probing reconnaissance campaigns that are mapping LLM backend servers in the wild
Ayush RoyChowdhuryandAvishai Efrat
Your Model Reads Through Typos. Your Probe Doesn't.
The Latent Undertow beneath fluent LLM behavior — and how to fish your activation probe out of it.
Elad David
Catching Prompt Guard Off Guard: Exploiting Overfit in Training Algorithms
How understanding the training algorithms used in machine learning models may allow attacker to bypass them entirely
Tomer Wetzler
Security ResearchPerplexedBrowser: Perplexity’s Agent Browser Can Leak Your PC's Local Files
Local Files Are No Longer Safe.
Stav Cohen
Security ResearchPerplexedBrowser: How Attackers Can Hijack Comet to Takeover your 1Password Vault
One Calendar Invite. Your Entire Vault. Zero Clicks.
Stav Cohen
Security ResearchTurning Moltbook Into a Global Botnet Map
How Untrusted Content Triggered 1,000+ Agent Endpoints Worldwide and Exposed Moltbook’s Faulty Design
Stav CohenandJoão Donato
Looking Inside: a Maliciousness Classifier Based on the LLM's Internals
Beyond input & output filtering and how well does it generalize to your out-of-distribution production data?
Max Fomin
Security ResearchPerplexity Comet: A Reversing Story
A deeper look into an agentic browser's inner workings
Raul Klugman-Onitza