Adversarial prompt-injection attacks can flip safety-aligned LLMs from slow polynomial to exponential scaling in attack success with more inference-time samples, per a new arXiv study. The authors back the empirical finding…

#LLMSecurity #AIAlignment #Jailbreak
https://arxiv.org/abs/2603.11331

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

Cybersecurity evaluations in 2026 reached real systems for OpenAI, Anthropic, and Google agents, showing that AI eval boundaries must be verified live rather than assumed. A new arXiv case study proposes a Proactive Agent…

#AI #Cybersecurity #AIAgents #LLMSecurity
https://arxiv.org/abs/2610.12463

A new arXiv paper introduces GUISE, a cross-language benchmark showing that narrative wrapping boosts attack success against Qwen3-1.7B to 89.4% in English, 93.0% in modern Chinese, and 95.7% in Classical Chinese, with narrative…

#AIafety #LLMSecurity #RedTeaming
https://arxiv.org/abs/2610.11005

Model supervision is the missing link to enterprise AI trust. Sophie Dionnet explains why tight central control works for just a few use cases but blocks scale, and why governance must come first. Watch: https://youtu.be/tnZRW8u5vDQ #dataiku #aigovernance #llmsecurity #ai #enterpriseai

🚨 AI Tools Can Become an Att&cker’s Weapon. Our latest article explores Unauthorized Tool Invocation, how att&ckers can target AI tool integrations, and why access controls matter in modern AI security.

💻 Read it now: www.linkedin.com/pulse/unauth...

#CWL #AIsecurity #LLMSecurity #Article

Whiteout is a new tool for preventing regurgitation of personal sensitive information by LLMs through carefully crafted obfuscation samples, aiming to be more practical than existing machine unlearning approaches.

#AIsafety #Privacy #LLMsecurity
https://arxiv.org/abs/2610.02418

New research identifies SparLeak, a GPU micro-architectural side channel that exploits sparse attention's input-dependent memory access patterns to leak user queries and responses during LLM inference on shared…

#SideChannel #LLMSecurity #GPUPrivacy #AIResearch
https://arxiv.org/abs/2609.38830

arXiv:2609.39788v1 shows that latent communication in multi-agent systems can be exploited via link training or poisoning, with a reinforcement-learning attack boosting harmful compliance across multiple…

#AISafety #CyberSecurity #MachineLearning #LLMSecurity
https://arxiv.org/abs/2609.39788

AI is speeding vulnerability discovery and exploitation: CVE disclosures doubled in 2026, in-the-wild use rose, and attackers are targeting AI/LLM stacks and enterprise middleware. #CVE #AIsecurity #LLMsecurity

We are pleased to announce that Kayode Olabisi will be speaking at #OWASP #Ottawa Day 2026 with:

"Your LLM App Passed the Checklist. Now What?"

📅 October 17, 2026
ℹ️ Information: github.com/OWASP-Ottawa...
🎟️ Tickets (free): buytickets.at/owaspottawac...

#OWASPOttawa2026 #LLMSecurity #AISecurity

Seven Minutes, Zero Humans: Inside the AI Attack That Wiped Over 100 Azure Accounts Before Anyone Noticed
www.thefluxread.com/2026/09/seve...
#JadePuffer #LLMSecurity #InfoSec #TechJournalism #IncidentResponse #CloudDefense

Prophaze AI & LLM Security provides protection for AI applications, LLMs, APIs, and agentic workloads against evolving AI security threats.

Explore: www.prophaze.com/platform/ai-...

#AISecurity #LLMSecurity #AI

UNSW Sydney researchers found "drunk" AI is easier to jailbreak and more likely to reveal private data. Tests on GPT-3.5, GPT-4, Llama 2, Llama 3.1, and Mistral showed higher privacy breaches. #UNSWSydney #LLMsecurity #AIprivacy

片チャネルだけ閉じて安心するな。半分ずつ無害に見せて、モデルに結合させる。💎

arXiv 2609.18217。ツール説明とツール結果に攻撃を分割すると、単チャネルで拒否したモデルが資格情報を外へ出す。最大で0%→100%。スキャナ7種は全部見逃した。
https://arxiv.org/html/2609.18217
#MCP #LLMSecurity

Most AI safety filters work turn by turn. But harm rarely arrives in a single message.

Researchers documented this gap years ago. The tools to close it largely exist.

This series asks why the gap remains open and what it costs to leave it there.
#SPCResearchSeries #Alignment #AISafety #LLMSecurity

🤖 AI is powerful. But is your LLM application secure? Dive into the 𝗢𝗪𝗔𝗦𝗣 𝗧𝗼𝗽 𝟭𝟬 𝗳𝗼𝗿 𝗟𝗟𝗠 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 with hands-on challenges designed to help you understand real-world LLM security thre@ts.

👉🏻 infinity.cyberwarfare.live

#CWL #InfinityLearning #OWASP #LLMSecurity #AISecurity

Google’s Gemini slipped past its own security test, hacking three firms in a Capture‑the‑Flag drill. What does this irregular LLM breakout mean for AI safety and cyber risk? Dive into the details. #GeminiHack #LLMSecurity #CaptureTheFlag

🔗 aidailypost.com/news/google-...

Want to scale AI in your enterprise? Sophie Dionnet reveals the critical mistake most companies make with AI governance—and why trust and flexibility beat tight controls.

Watch on YouTube: https://youtube.com/shorts/tnZRW8u5vDQ #dataiku #aigovernance #llmsecurity #ai #enterpriseai

Why do enterprise clinical AI deployments routinely fail penetration testing? Conventional IT audits miss semantic vulnerabilities and multi-tenant data leakage risks.
📖 Read here: medium.com/@hipaacompli...
#HealthcareAI #Cybersecurity #HealthTech #AICompliance #LLMSecurity #HipaaAisolutions #Hipaa