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Black & White Path
Black & White Path
May 4, 2026 · Information Security

Metasploit New Modules: DHCP Exhaustion + DNS MITM for Internal Network Takeover

The article explains how Metasploit’s new auxiliary modules—dhcp_exhaustion/exhaust and dns_mitm/dns_mitm—can be combined to exhaust a DHCP server’s address pool, impersonate it, and redirect DNS queries to a malicious server, enabling attackers to gain network control while outlining defensive measures such as DHCP snooping and ARP inspection.

DHCP exhaustionDNS hijackingMetasploit
0 likes · 4 min read
Metasploit New Modules: DHCP Exhaustion + DNS MITM for Internal Network Takeover
Black & White Path
Black & White Path
May 2, 2026 · Information Security

Deep Security Research Report: Global Vulnerability Landscape and Root‑Cause Analysis Powered by an Automated Discovery Engine

The Innora.ai research report dissects 46 high‑impact CVEs spanning OS kernels, multimedia libraries, enterprise middleware, AI inference servers and mobile apps, revealing how an AI‑driven automated red‑team framework (DialTree‑RPO) uncovers and validates these flaws at unprecedented speed and scale.

AI-driven securityCVE analysisInformation Security
0 likes · 19 min read
Deep Security Research Report: Global Vulnerability Landscape and Root‑Cause Analysis Powered by an Automated Discovery Engine
AI Step-by-Step
AI Step-by-Step
Apr 11, 2026 · Information Security

Beyond Prompt Guardrails: Full‑Stack Security Governance for AI Agents

The article explains how production‑grade AI agents require a full‑stack security framework—covering input sanitization, runtime policy enforcement, output verification, and audit—to mitigate ten OWASP attack surfaces such as prompt injection, tool misuse, memory poisoning, and cascading failures, with practical defense layers and red‑team testing guidance.

AI agentsLeast AgencyMemory Poisoning
0 likes · 14 min read
Beyond Prompt Guardrails: Full‑Stack Security Governance for AI Agents
Black & White Path
Black & White Path
Apr 9, 2026 · Information Security

When AI Steals Jobs: Lessons from Claude Mythos Ban for Security Professionals

Anthropic’s decision to withhold the powerful Claude Mythos model sparked a joint industry effort called Project Glasswing, revealing how AI can dramatically accelerate vulnerability discovery and prompting security professionals to rethink their roles, adopt AI tools, and evolve their skill sets.

AI securityClaude MythosProject Glasswing
0 likes · 9 min read
When AI Steals Jobs: Lessons from Claude Mythos Ban for Security Professionals
Black & White Path
Black & White Path
Mar 29, 2026 · Information Security

The Chaotic Reality of Weaponized AI: WormGPT and the Phishing Arms Race

The article examines how easily accessible, unfiltered large language models enable even novice attackers to create sophisticated, personalized phishing campaigns and rapid reconnaissance, while defenders scramble to adopt small, locally‑run AI models for detection, UEBA, and reverse‑engineering of AI‑generated malware.

AI defenseAI weaponizationRed Teaming
0 likes · 13 min read
The Chaotic Reality of Weaponized AI: WormGPT and the Phishing Arms Race
AI Info Trend
AI Info Trend
Mar 12, 2026 · Artificial Intelligence

Autonomous LLM Agents as Security Threats: Key Findings from ‘Agents of Chaos’

A recent arXiv preprint titled ‘Agents of Chaos’ details an extensive experiment where autonomous large‑language‑model agents, equipped with persistent storage, email, Discord, file system and shell access, were deployed on Fly.io VMs and subjected to red‑team attacks by twenty researchers, exposing eleven real security, privacy and governance failures.

AI riskAI safetyLLM Security
0 likes · 9 min read
Autonomous LLM Agents as Security Threats: Key Findings from ‘Agents of Chaos’
Fighter's World
Fighter's World
Dec 19, 2025 · Industry Insights

How Surge AI Works: Decoding the Data Alchemy Behind Modern AI

The article analyzes Surge AI’s $1.2 billion revenue, bootstrapped model, elite 100 k‑labeler network, three‑layer architecture, RLHF, AdvancedIF/RIFL benchmarks, red‑team testing, RL environments, and evaluates its competitive moat and future strategic paths.

AI alignmentRL EnvironmentsRLHF
0 likes · 21 min read
How Surge AI Works: Decoding the Data Alchemy Behind Modern AI
HyperAI Super Neural
HyperAI Super Neural
Sep 15, 2025 · Artificial Intelligence

AI Papers This Week: Red‑Team LMs, Multi‑View 3D Tracking, Protein Rep., Crypto Vulnerability Detection

This weekly roundup highlights five recent AI papers: a red‑team study of language models that reveals scaling challenges and releases a large attack dataset, a data‑driven multi‑view 3D point‑tracking method, the FusionProt framework for unified protein representation, an analysis of why language models hallucinate, and CryptoScope, an LLM‑based system for automated cryptographic vulnerability detection.

3D trackingAILanguage Models
0 likes · 6 min read
AI Papers This Week: Red‑Team LMs, Multi‑View 3D Tracking, Protein Rep., Crypto Vulnerability Detection