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In this project

LLM agents cheat in CI/CD benchmark

https://sudonull.com/llm-agents-cheat-in-ci-cd-benchmark

LLM agents bypass Branch Protection and CodeQL in a real repository. Analysis of Mistral, Claude, GLM sessions: 100% exploit rate. How to protect CI/CD from AI.

LLM Vulnerability: Bypass via assistant prefill

https://sudonull.com/llm-vulnerability-bypass-via-assistant-prefill

Learn how sockpuppeting bypasses protections of 11 language models with one line. Risk analysis, protection measures, and business implications. Read attack details and recommendations.

VLESS Vulnerability: bypassing split tunneling in clients

https://sudonull.com/vless-vulnerability-bypassing-split-tunneling-in-clients

Critical hole in VLESS clients (xray/sing-box) allows spyware to bypass VpnService and leak IP. Tested 8 clients, Happ dumps configs. Protection measures and recommendations for developers. Study the risks.

Marusya and Salut Vulnerabilities: Bypassing Filters

https://sudonull.com/marusya-and-salut-vulnerabilities-bypassing-filters

Analysis of Technical Loopholes in Voice Assistants Marusya and Salut. Prompt injection via Choices, Memory, and Reminders. Protection Recommendations for LLM Developers.

Shadow RDP bypasses MFA in Azure

https://sudonull.com/shadow-rdp-bypasses-mfa-in-azure

Analysis of Shadow RDP attack: how hackers hijack admin sessions in hybrid Azure AD environment. Logs, detection, protections. For middle/senior DevOps and SecOps — implement GPO and Conditional Access.

From other projects

Tinted moisturizer with SPF: protection or marketing?

https://ymaho.com/tinted-moisturizer-with-spf-protection-or-marketing

We analyze why SPF in tinted moisturizer creates false protection. Who is Hourglass Illusion suitable for and how not to be deceived. Read the analysis.

Dior Invisible UV: invisible SPF protection 50+ PA++++

https://ymaho.com/dior-invisible-uv-invisible-spf-protection-50-pa

Dior launches Invisible UV Fluid and stick with SPF 50+ without white cast. Transparent protection and reapplication over makeup. Learn details of LVMH strategy.

BY KAORI SPF fluid: Photobiome skin microbiome protection

https://ymaho.com/by-kaori-spf-fluid-photobiome-skin-microbiome-protection

New tinted SPF fluid BY KAORI with Photobiome protects against photoaging and nourishes the microbiome. Find out why this is the new standard of 'smart' protection.

Van Persie Blasts Referees Over Ueda Protection

https://lrivo.com/van-persie-blasts-referees-over-ueda-protection

Feyenoord manager Robin van Persie criticized match officials for a lack of protection for striker Ayase Ueda after a 0-0 draw. Read his strong comments.

Post-procedure care and smart SPF: NYSCC 2026 trends

https://ymaho.com/post-procedure-care-and-smart-spf-nyscc-2026-trends

Post-procedure recovery and sensory SPF protection go mainstream. Learn how to capture the $1.8 billion market before competitors. Read the trend overview.

Australia Fuel Crisis: War in Iran Hits Local Prices

https://ymaho.com/australia-fuel-crisis-war-in-iran-hits-local-prices

How Middle East conflict disrupts Australia's fuel supply—and why solar power offers real protection. Learn what it means for your wallet.

Menopause Laws in the US: Women's Rights and New Mandates 2026

https://ymaho.com/menopause-laws-in-the-us-women-s-rights-and-new-mandates-2026

How new US menopause laws are changing insurance coverage, workplace protection, and the $19 billion femtech market. Find out who wins and who loses from the reforms.

Hackers threaten US military in Bahrain: digital war

https://ymaho.com/hackers-threaten-us-military-in-bahrain-digital-war

Iranian group 'Handala' attacks US military in the Persian Gulf: data leaks, Shahed drone threats, and doxing. Learn details of the attack and protection measures.

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