A model may follow untrusted text as an instruction. The guidance: limit what a fooled model can do.
Illustration made with AI.

A model may follow untrusted text as an instruction. The guidance: limit what a fooled model can do.
Illustration made with AI.
Phishers hide prompts in emails to hijack your AI inbox assistant - humans see nothing. https://intel.threadlinqs.com/threat/TL-2026-3218 #ThreatIntel #Barracuda #PromptInjection #Phishing
Ghostcommit: Image-Embedded Prompt Injection Bypassing AI Code Review
https://nsfocusglobal.com/ai-security-incident-case-ghostcommit-attack-leveraged-images-to-steal-secrets
https://flagthis.com/tldr/8597
##PromptInjection ##Steganography ##AICodeReview ##DataExfiltration ##LLMSecurity
Before your business turns on any AI tool, ask these 3 questions. They catch most of the risk in about 5 minutes. Full 6-step AI risk assessment on my channel.
#AIrisk #AIsecurity #AIgovernance #cybersecurity #shadowAI #infosec #promptinjection
La IA hackeó a un gobierno por una pregunta aburrida
Cal AI Teen Founder Raises $10M for Persona AI Wearable
..................
https://nile1.com/cal-ai-teen-founder-raises-10m-for-persona-ai-wearable/
..................
#aiAgent #aiWearable #amazon #bee #calAi #instinct #meta'sMuse #myfitnesspal #persona #promptInjection #stripeLink #vineVentures #za
One bad open can cost a day, or a deal.
Trismag catches known override patterns in emails and sites before it reaches your agent. Cheaper than cleaning up after.
Sign up free at trismag.dev
One bad open can cost a day, or a deal.
Trismag catches known override patterns in emails and sites before it reaches your agent. Cheaper than cleaning up after.
Sign up free at trismag.dev
New arXiv work shows world models used in robot training can be a stealthy poisoning vector, letting attackers inject malicious prompts or transition dynamics into visibly safe teleoperation data and produce…
#WorldModels #Robotics #AIsecurity #PromptInjection
https://arxiv.org/abs/2606.09499
Unfamiliar email. Unknown site. Fresh attachment.
A warning label before you open it: Trismag inspects the text first, before it reaches your agent. Hold for review, then you decide.
Sign up free at trismag.dev
New in ADX Vision 2.0
Seven layers of prompt protection help stop manipulated AI prompts from exposing sensitive data, whether they come from a person or an agent.
#Meta just published how it secures #Muse, its personal AI agent, and the architecture is worth studying for anyone building agentic systems.
Researchers demonstrated Cryptographic Context Injection against GitHub Copilot CLI in autopilot mode.
Encrypted instructions caused the agent to read a local file and send its contents externally under specific.
Encrypted prompt injection in Copilot CLI can expose secrets via encrypted payloads. #AI #Cybersecurity #GitHub #CopilotCLI #PromptInjection #DevSecOps thedailytechfeed.com/encrypted-pr...
New arXiv work shows attackers can shorten predicted output lengths by up to 83.4% via adversarial suffixes, giving their requests priority in LLM schedulers and faster completion. Worth noting if you build or use…
#LLM #AIsecurity #PromptInjection #MLops
https://arxiv.org/abs/2610.03430
MCP secret protocol lets AI agents talk but no identity checks one poisoned prompt can infect all! #AI #Security #Trust #PromptInjection #MCP #CyberRisk #TechAlert
AI tools that hand work to other tools can also pass along malicious instructions.
A researcher found flaws in systems used by Google, JPMo…
Prompt injection is only the start. Real AI security comes from least privilege, scoped tools, human approval, logging, and containment when agents read emails, docs, or act autonomously. #PromptInjection #AISecurity #LeastPrivilege
Researchers introduced PI3D, a prompt injection attack on multimodal LLMs that works by placing text-bearing objects in 3D environments rather than editing 2D images, highlighting a new risk for robotics and situated…
#MLLM #PromptInjection #Robotics #AIsecurity
https://arxiv.org/abs/2602.07104
A new arXiv paper introduces APEX, showing how chained open-source LLM skills can carry attacker-controlled claims across steps to hijack agent decisions on SkillsBench. This highlights a supply-chain risk when…
#AIsecurity #LLMagents #OpenSourceAI #PromptInjection
https://arxiv.org/abs/2610.01564