Securing AI Agents in the Enterprise SOC
How AI agents transform enterprise SOC operations — autonomous triage, incident response, threat hunting, and compliance automation.
Blog
Software Supply Chain Security for AI Agents and MCP Servers
A deep dive into securing AI agent supply chains — MCP server vetting, dependency integrity, sandboxing, and trust anchors for AI infrastructure.
AI Agent Identity and Least Privilege: The Three-Layer Model
Master the three-layer model for AI agent identity: cryptographic identity, capability permissions, and runtime least privilege for autonomous AI systems.
Zero Trust Architecture for AI Systems: Implementation Guide
Zero Trust for AI systems requires rethinking identity, data flows, and access control. Learn the five pillars of AI Zero Trust — identity verification, input validation, least privilege, monitoring, and encryption — with practical architecture patterns and implementation roadmap.
Post-Quantum Cryptography for Cyber Professionals
Post-quantum cryptography is no longer a research-only topic. With NIST's first PQC standards finalized and organizations facing long-term risks such as harvest-now, decrypt-later, cyber teams need to understand how PQC affects PKI, TLS, code signing, firmware trust, crypto agility, and migration planning. This guide explains what PQC is, where QKD fits, how hybrid deployments work, and what defenders should prioritize first.
Supply Chain Security: Risks in Dependencies, Builds & Secrets
Software Supply Chain Security: Risks in Dependencies, Builds, and Secrets
A practical guide to software supply chain security covering dependency risks, secrets exposure, CI/CD trust failures, artifact integrity verification, SBOM management, and real-world attack case studies.
SSH to VPS Security Pentesting: Scenarios, Tools & Hardening
SSH to VPS Security Pentesting: Scenarios, Tools & Hardening
A comprehensive guide to SSH to VPS security pentesting covering practical attack scenarios, validation commands, real-world case studies, and hardening steps for Linux infrastructure.
CORS Misconfigurations in Modern Web Apps: How to Find and Fix Them
CORS Misconfigurations in Modern Web Apps: How to Find and Fix Them
CORS misconfigurations rank among the most critical web security vulnerabilities in modern applications. Learn how to identify, exploit, and remediate cross-origin resource sharing flaws including origin reflection, null origin trust, and subdomain bypass techniques.
100 Network Topics to Revise Before Your Interview
100 essential networking topics to revise before your technical interview. Covers OSI model, TCP/IP fundamentals, routing protocols, switching concepts, security basics, and troubleshooting methodologies.
Keycloak CVE-2026-18963 reset-credentials takeover – broken handshake diagram
Keycloak CVE-2026-18963: Account Takeover via Password Reset
Keycloak’s reset-credentials flow skips its own email action token: an unauthenticated attacker can set a new password on any account, including admins. CVSS 9.1, fixed in 26.7.2 – patch guide, detection hunting, and the temporary mitigation inside.
GitLab Exploited in Days & the 86-Minute Rust Backdoor
GitLab CVE-2026-19478 went from disclosure to in-the-wild exploitation in days; a compromised maintainer account backdoored three Rust crates with 245M downloads for 86 minutes; Citrix shipped a CVSS 9.3 NetScaler auth bypass. The week's threats, IoCs, and your Monday patch list.
Marquis breach anatomy – one cracked firewall rippling across 74 banks
Marquis Data Breach: One SonicWall Firewall, 74 Banks, 672,075 Identities
Attackers entered Texas fintech Marquis through a SonicWall firewall and reached data for 700+ client banks - 672,075 identities, 74 institutions disrupted. The supply-chain anatomy and five break-points.
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