… Early experiments revealed a significant volume of "benign" prompt injection text, which illustrates the complexity of distinguishing between functional threats and harmless content. …
… The following papers were recommended by the Semantic Scholar API AIRGuard: Guarding Agent Actions with Runtime Authority Control 2026 LivePI: More Realistic Benchmarking of Agents Against Indirect Prompt Injection 2026 Plant, Persist, Trigger: Sleeper Attack on Large Language Model Agents 2026 ARG… …
… It was last updated on March 31, 2026.JanuaryWe terminated 40 Yo… By Trust & Safety May 08, 2026 Security AI threats in the wild: The current state of prompt injections on the web We initiated a broad sweep of the public web to monitor for known indirect prompt injection patterns. …
… Staying ahead of the latest indirect prompt injection attacks is critical to our mission of securing Workspace with Gemini. In our previous blog “ Mitigating prompt injection attacks with a layered defense strategy ”, we reviewed the layered architecture of our IPI defenses. …
I've been experimenting with Claude Code, ChatGPT Agent, and OpenClaw to perform more open-ended tasks for me online. A big blocker I've hit on shopping and research tasks is the agent getting a key piece of info wrong.…
Interesting new research you may have heard of on attacking large audio language models. The attack is called AudioHijack and the part worth paying attention to is that adversarial clips built against open models transfe…
… The following papers were recommended by the Semantic Scholar API PIArena: A Platform for Prompt Injection Evaluation 2026 Claudini: Autoresearch Discovers State-of-the-Art Adversarial Attack Algorithms for LLMs 2026 Transient Turn Injection: Exposing Stateless Multi-Turn Vulnerabilities in Large L… …
… Based on this probability, the attack model refines the prompt injection. This process repeats until the attack model converges to a successful prompt injection. …
Ghost CMS SQL injection flaw exploited in large-scale ClickFix campaign By Bill Toulas May 24, 2026 10:12 AM A large-scale campaign is exploiting a critical SQL injection vulnerability CVE-2026-26980 in Ghost CMS to inject malicious JavaScript code that triggers ClickFix attack flows. …
… Among them is a JavaScript injection following the ‘t.js?site= ’ pattern, where is a unique value assigned to each compromised website. Through analysis, Silent Push discovered more than 80 malicious injection domains and a set of pre-weaponized domains that had not yet been used in attacks. …
… These prompts were all writable, meaning an attacker could poison everything Lilli spits out to all of the tens of thousands of consultants using the chatbot. CodeWall's agent found the SQL injection flaw at the end of February, and the researchers disclosed the full attack chain on March 1. …
… New in GA: Custom topics detection The product ships with built-in detection for common threats: prompt injections, PII extraction , and toxic topics . …