Anthropic looks at a UK startup promising 100x faster AI inference at 1/10th the cost of NVIDIA's Groq. If it holds up, the hardware bottleneck conversation just got a lot more interesting. The race isn't just about model size anymore — it's about who controls the inference layer. Fascinating times ahead. ⚡ #AI #infosec #MLSecurity
https://wccftech.com/anthropic-sets-eyes-on-uk-startup-tech-speeds-up-ai-inference-100x-reduces-costs-10x/
Anthropic Eyes UK Startup’s Fusion Tech Promising 100x Faster AI Inference at One-Tenth the Cost of NVIDIA’s Groq

Anthropic, creators of Claude AI, are in early talks with a UK startup whose SRAM tech can boost AI inference by 100x & reduce costs by 10x.

Wccftech
A malware generator that applies semantic-preserving transformations to Linux ELF binaries — same behavior, different signature. ML-based detection trained on static patterns starts to look a lot like a lock that only recognizes one key shape. The arms race between evasion and detection just got a fascinating new chapter. #infosec #malware #MLsecurity
https://gbhackers.com/linux-elf-malware-generator-evades-ml-detection/

ContextHound v1.8.0 is out 🎉

This release adds a Runtime Guard API - a lightweight wrapper that inspects your LLM calls in-process, before the request hits OpenAI or Anthropic.

Free and open-source. If this is useful to you or your team, a GitHub star or a small donation helps keep development going.
github.com/IulianVOStrut/ContextHound

#LLMSecurity #PromptInjection #CyberSecurity #OpenSource #AIRisk #AppSec #DevSecOps #GenAI #RuntimeSecurity #InfoSec #MLSecurity #ArtificialIntelligence

ML models are only as strong as the servers behind them. Check out “Vulnerable MCP Servers Lab: 9 ways to boost ML security" and lock down your AI stack: https://jpmellojr.blogspot.com/2026/02/vulnerable-mcp-servers-lab-9-ways-to.html #MLSecurity #AppSec #CyberSecurity #AI #MCPlab

ThreatSentry AI: A threat hunting dashboard that utilizes ML and determines risk assessment by vulnerability identification of data

Check ✅️ it out:

https://github.com/EclipseManic/ThreatSentry-AI

#threathunting #mlsecurity #threatdetection #aisecurity

GitHub - EclipseManic/ThreatSentry-AI: ThreatSentry AI is an intelligent threat hunting dashboard that leverages machine learning to proactively identify and prioritize risks in your network. It automates the process of collecting device information, enriching it with vulnerability data, and assessing risk levels, enabling security teams to focus on the most critical threats.

ThreatSentry AI is an intelligent threat hunting dashboard that leverages machine learning to proactively identify and prioritize risks in your network. It automates the process of collecting devic...

GitHub

☝️New research shows SLMS can detect phishing websites with high accuracy — machine learning is becoming a sharper shield against social engineering. 🤖🛡️ #PhishingDetection #MLSecurity

https://www.helpnetsecurity.com/2025/11/26/research-slms-website-phishing-detection/

Small language models step into the fight against phishing sites - Help Net Security

Small language models (SLMs) offer new ways to spot phishing on websites and give teams room to improve detection on their own systems.

Help Net Security

🔍 Web Malware Scan Results

Website: portwashingtonnorth.gov
Security Verdict: LOW RISK

Full analysis & details:
https://scanmalware.com/scan/ccf5e9b4-816f-4d1a-a603-3623e21ecd70

#VulnerabilityManagement #CyberResilience #ZeroDay #MLSecurity

Security Scan: Village of Port Washington North - Official W

⚡ Medium Risk - https://portwashingtonnorth.gov/

ScanMalware.com

🔍 Web Malware Scan Results

Website: marylandhealthconnection.gov
Security Verdict: LOW RISK

Full analysis & details:
https://scanmalware.com/scan/213c99d9-1adf-4996-a249-916d7b061f93

#CyberSecurity #VulnerabilityManagement #CyberDefense #DataSecurity #MLSecurity

🔍 Web Malware Scan Results

Website: www.interno.gov.it
Security Verdict: LOW RISK

Full analysis & details:
https://scanmalware.com/scan/1704904a-4361-4886-809b-c99dd4445f76

#CISO #MLSecurity #VulnerabilityManagement #DevSecOps #ThreatHunting

🔍 Web Malware Scan Results

Website: adaircountymissouri.com
Security Verdict: LOW RISK

Full analysis & details:
https://scanmalware.com/scan/fdbe4669-0f0f-4b0f-823c-8f0ab936e5a5

#ThreatIntel #WebMalware #MLSecurity #ThreatHunting

Security Scan: Adair County Missouri Government Government

⚡ Medium Risk - https://adaircountymissouri.com/

ScanMalware.com