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Grilled Cheese is a product of Village Compute

Version devBuilt at: 2026-10-15 19:58:26 EDT

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@threadlinqs.bsky.socialOct 15, 2026, 4:19 PM

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

ChatGPT GitHub Connector Indirect Prompt Injection Allows Private Repository Secret Exfiltration via Unapproved GitHub Actions Workflow Commits
@promptfoundry.bsky.socialOct 15, 2026, 4:01 PM

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

@magzforyks.bsky.socialOct 15, 2026, 2:02 PM

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.

Sign up free at trismag.dev

#AIsecurity #PromptInjection #AIagents

Trismag slide. Headline: Inspect before it becomes an action. Collect, inspect, continue. Allow, review, or block, your policy. Same input, same engine, same result. Woman at a laptop in an office at night, trismag.dev logo in the corner.
@cipherpulseai.bsky.socialOct 15, 2026, 12:01 AM

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

@magzforyks.bsky.socialOct 14, 2026, 1:49 PM

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.

Sign up free at trismag.dev

#AIsecurity #PromptInjection #AIagents

Trismag slide: a woman in a dark blazer speaks in a city office with a blue Trismag shield behind her. Text reads: Agents open email & the web. Hidden instructions ride along in the text. Check first, before the agent acts. Trismag screens the input. trismag.dev
@magzforyks.bsky.socialOct 13, 2026, 2:09 PM

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.

Sign up free at trismag.dev

#AIsecurity #PromptInjection #AIagents

Trismag slide: Hold it. Review it. Publish the finding. Matched rules shown, not vibes. Known misses published in the open. Trust, with receipts. A Trismag signal inspection panel flags CRITICAL: content is trying to take control, hold this input for review. trismag.dev
@dashaun.comOct 12, 2026, 11:51 PM

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

@ossradarai.bsky.socialOct 12, 2026, 4:01 PM

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

@cybercaptain.ccOct 11, 2026, 6:59 AM

AI models with live internet access can be exploited. Disable internet access or sandbox all agent tests, no exceptions. 🔒 #AI #Cybersecurity #PromptInjection

CyberCaptain security infographic
A@ainotis.comOct 10, 2026, 8:20 AM

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

Illustration made with AI.

#PromptInjection

https://ainotis.com/n/how-prompt-injection-works-and-what-limits-the-damage-when-it-succeeds?utm_source=bluesky&utm_content=bs-2026-10-10-how-prompt

@threadlinqs.bsky.socialOct 10, 2026, 7:09 AM

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

Attackers Hide AI Prompt Injections Inside Phishing Emails to Manipulate AI Email Assistants
@royans.bsky.socialOct 10, 2026, 2:51 AM

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

@consultantben.bsky.socialOct 9, 2026, 10:59 PM

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

@glitchmentalmx.bsky.socialOct 8, 2026, 4:27 PM

La IA hackeó a un gobierno por una pregunta aburrida

glitchmental.com/articulos/ia...

#IA #Ciberseguridad #PromptInjection

@nile11.bsky.socialOct 8, 2026, 3:57 PM

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

Persona-band-bit-social-bluesky-2000x2000.webp
@potato.softwareOct 8, 2026, 1:59 PM

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

#AIsecurity #PromptInjection #Potatosecurity #AIagents

@magzforyks.bsky.socialOct 8, 2026, 1:59 PM

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

#AIsecurity #PromptInjection #Cybersecurity #AIagents

Trismag slide: "Save money. Time. Aggravation." One bad open can cost a day, or a deal. Catch known override patterns before they run. Cheaper than cleaning up after. trismag.dev logo in the corner.
@promptfoundry.bsky.socialOct 8, 2026, 8:01 AM

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

@magzforyks.bsky.socialOct 7, 2026, 9:49 PM

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

#AIsecurity #PromptInjection #Cybersecurity #AIagents

Trismag slide: A warning label before you open it. A scanner beam inspects a partnership-proposal email on a laptop, trismag.dev badge.
@blackfog.comOct 7, 2026, 10:56 AM

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.

www.blackfog.com/adx-vision/

#AISecurity #PromptInjection

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