A hidden prompt in a public repo makes ChatGPT push a workflow that leaks your private repo secrets. https://intel.threadlinqs.com/threat/TL-2026-3639 #ThreatIntel #ChatGPT #GitHub #PromptInjection

A hidden prompt in a public repo makes ChatGPT push a workflow that leaks your private repo secrets. https://intel.threadlinqs.com/threat/TL-2026-3639 #ThreatIntel #ChatGPT #GitHub #PromptInjection
New arXiv work shows they can be poisoned with under 1% synthetic interactions, significantly boosting malicious targets via decoding-aligned prefixes. Worth considering if you build or evaluate…
#GenerativeAI #PromptInjection #RecommenderSystems #AIResearch
https://arxiv.org/abs/2610.14487
Your AI agent reads an email or opens a site, then acts on what it found. Hidden instructions can be in there.
Trismag inspects it before it reaches your agent. Allow, review, or block: your call.
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New arXiv paper "Narrative Paradoxes in LLM Inference" introduces PDRA, an attack that embeds a paradoxical narrative core into a structured three-stage analysis to steer LLM reasoning toward harmful outcomes…
#AISafety #LLMSecurity #PromptInjection #RedTeaming
https://arxiv.org/abs/2610.16312
Your AI agent reads your email and opens sites for you. Hidden instructions can ride along in that text.
Trismag checks it first, before it reaches your agent and before the agent acts.
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When an email or site tries to take control of your AI agent, you should see it first.
Trismag holds it before it reaches your agent and shows which rules matched. Trust, with receipts.
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A coding agent triggered by every new GitHub issue is prompt injection bait. One prompt-jacked issue and your secrets are gone. Guardrails exist. #PromptInjection #GitHubActions #Security
New arXiv paper audits prompt injection defenses by testing them against strong adversaries, finding fine-tuning-based methods may give false confidence with near-zero success rates today but remain vulnerable to…
#AIsecurity #PromptInjection #LLM #OpenSource
https://arxiv.org/abs/2505.15738
AI models with live internet access can be exploited. Disable internet access or sandbox all agent tests, no exceptions. 🔒 #AI #Cybersecurity #PromptInjection
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
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https://nile1.com/cal-ai-teen-founder-raises-10m-for-persona-ai-wearable/
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#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.
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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.
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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.