Social Media Ideas for Llm Benchmark Security

[Перевод] Бенчмарк для оценки LLM в задачах триажа security-находок

Я создал собственный бенчмарк для оценки языковых моделей, потому что стандартные публичные тесты не отвечают на мой главный вопрос: какая модель лучше справляется с триажем securi...

6 Best AI Red Teaming Tools for LLM Applications in 2026

LLM applications do not fail like traditional software. A normal web application usually follows deterministic code paths.

All Major LLMs Exposed to Multi-Turn Manipulation, Warn Researchers

Protected: Fireside Feedback – Which LLM horse to choose?

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LiteLLM Flaw CVE-2026-42271 Exploited in the Wild, Chains to Unauthenticated RCE

The U.S. Cybersecurity and Infrastructure Security Agency (CISA) on Monday added a high-severity flaw impacting BerriAI LiteLLM to its Known Exploited Vulnerabilities (KEV) catalog...

Всё, что вы хотели знать про локальные LLM, но боялись заинференсить

LLM может влезать в контекст и генерировать 200 tok/s, но если она не может найти нужный факт в тексте, толку от этого мало. Поэтому мы захостили 8 локальных LLM и прогнали через N...

Защита конфиденциальных данных в облачных LLM

Защита персональных данных и коммерческой тайны при работе с облачными LLM требует многоуровневого подхода, сочетающего архитектурные, технические и организационные меры. Наиболее...

Security Milestone: XRP Lending Protocol Completes Military-Grade Assessment

Testing found something conventional methods missed. Ripple software engineer Vito Tumas disclosed that the formal verification process being applied to the XRP Ledger’s upcoming l...

Luminance Launches Proprietary LLM for Contract Work

The new LLM, a rarity among legal tech companies, is intended to offer better and faster performance on contract tasks including interpreting clauses and flagging risks.

Test the Security: A Cheat Sheet

I Benchmarked 17 ESLint Security Plugins. Only One Found Every Vulnerability.

Skip to: Full Results | Category Breakdown | The Leaderboard | Methodology TL;DR I built a benchmark suite with 40 vulnerable code patterns across 14 CWE categories and...

On AI Security

Good report: Executive Summary: Let’s say you wanted to make sure that your AI is secure. Can you just maximize the security and privacy benchmark and call it a day? Nope, because...

Evolving how LLMs are measured for Android: the next era of Android Bench

The July release of Android Bench — its LLM benchmark leaderboard for Android development tasks — is now based upon the Harbor framework for evaluating models, Google has announced...

LLM Security Threats Explained: From Prompt Injection to Model Theft

рџљЂ IntroductionContinue reading on Medium В»

Quantum-Resistant ML-KEM and ML-DSA in Java

Learn how to use quantum-resistant ML-KEM and ML-DSA in Java to securely establish a shared secret key. The post Quantum-Resistant ML-KEM and ML-DSA in Java first appeared on Bael...

How to Run Reliable Local LLM Agents on an RTX 3090: A Benchmark (5 Models, Priced in Watts)

I gave GLM-4.5-Air (106B, open weights) 12 coding tasks through opencode on my RTX 3090. It scored 0% — never edited a single file. Same model, same GPU, same tasks, but driven by...

A practical introduction to testing LLMs

A practical introduction to testing LLMs

Open Source LLMs for Production: Qwen3 vs Llama 4 vs Mistral Large 3

The open-vs-closed gap has collapsed to roughly 6–9 months.Continue reading on Medium »

Best LLM Courses in 2026

Search for the best LLM courses and you'll find a 90-minute prompt engineering tutorial listed next to a 50-hour engineering program that assumes you already know PyTorch. A free Y...

LiteLLM Vulnerability Allows Attackers to Execute Arbitrary Commands on Servers

A critical vulnerability chain affecting LiteLLM has been identified, enabling unauthenticated remote code execution (RCE) on exposed servers. Tracked as CVE-2026-42271 and chained...

LLM Cost Tracker v0.10.0

https://github.com/sergey-homenko/llm_cost_tracker

Stop Letting the LLM Write Its Own Memory

Inside a five-stage digest pipeline where the LLM proposes and deterministic code decidesContinue reading on Medium »

Penetration Testing: Closing the Gaps Before Attackers Do

From : Blog Entry >> Cassandra’s Blog EntryClient confidentiality is at the core of every law firm. From client files and financial records to intellectual property and litig...