Cybersecurity
31 posts in this category
Cybersecurity Deepfake Voice Detection: 7-Step Detector Eval Guide [2026]
Deepfake voice detection is easy to demo and hard to operationalize. Here’s a repeatable 7-step methodology to evaluate detectors: datasets, telephony transforms, multilingual edge cases, metrics, thresholds, and deployment playbooks.
Cybersecurity Deepfake Voice Detection for Call Centers [2026]: Deploy It Right
A practical 2026 runbook for deploying deepfake voice detection in call centers: where to tap RTP audio, what survives VoIP codecs, latency budgets, and how to handle false positives with an appeals workflow.
Cybersecurity Prevent Sensitive Data Leakage in RAG: The 2026 Playbook
RAG leaks rarely happen in the model. They happen in logs, traces, and vector stores. Here’s a practical 2026 playbook to ship redaction, least-context retrieval, and auditable controls end-to-end.
Cybersecurity Agent-Specific Attack Surfaces Security [2026]: What AppSec Misses
Agents don’t just “generate text”. They read files, browse, call tools, and remember things. That breaks classic AppSec threat models. Here’s the agent-native one—and the mitigations you can actually ship.
Cybersecurity AI Agent Memory Exfiltration: Kill Chain + 5-Step Hardening [2026]
Claude's memory was silently exfiltrated to an attacker's server with zero user warnings. Here's the full kill chain, which memory architectures are vulnerable, and a 5-step hardening checklist grounded in OWASP LLM Top 10 2025.
Cybersecurity AI Agent Threat Model: 7 Attack Vectors [2026]
Prompt injection is just vector #1. Here's the full AI agent attack surface map — tool poisoning, memory injection, orchestrator hijack, Denial of Wallet, and more — with a sprint-ready threat matrix.
Cybersecurity The Complete Guide to AI Security in 2026
AI and LLM security in 2026 spans prompt injection, supply chain attacks, agent control flow vulnerabilities, and model misuse. This complete guide maps every major threat vector and links to 26 in-depth breakdowns so you can defend your AI systems today.
Cybersecurity AI Agent Security Attack Surface Map [2026 Checklist]
The first developer-friendly attack surface map combining OWASP's Top 10 for Agentic Applications, Cisco's MemoryTrap disclosure, and June 2026 red-teaming benchmarks showing 70% attack success rates — with a printable security checklist.
Cybersecurity Advanced Prompt Injection Techniques 2026: 7 Attack Chains Beyond OWASP #1
Prompt injection graduated from academic curiosity to active exploit — with CVEs filed against GitHub Copilot, Claude Code, Cursor, and AWS Kiro in a single month. Here are the 7 advanced attack chains researchers are tracking and the only defense architecture with provable security.
Cybersecurity Indirect Prompt Injection in AI Agents: 10-Step Red-Team Checklist [2026]
Every major AI coding agent shipped with exploitable indirect prompt injection vulnerabilities in 2025. Here's the red-team checklist to find them in your own pipeline before attackers do.
![Vibe-Code Security Nightmares Nobody Warns About [2026]](https://img.kunalganglani.com/images/vzekdneq/production/cb128a771b8d2517230c7a80f5efd8373a68511f-1200x675.webp?auto=format&fit=max&q=75&w=600)
Cybersecurity Vibe-Code Security Nightmares Nobody Warns About [2026]
63% of AI-generated functions ship with a security vulnerability. Here's the OWASP-mapped breakdown of what vibe-coded apps get wrong — and the audit checklist that catches it before your users do.
Cybersecurity CVE-2024-3400 and the AI Security Crisis: Palo Alto's CEO Warned Us While His Own Firewalls Burned [2026]
Palo Alto Networks' CEO warned the industry about AI-powered attackers finding zero-days faster than ever. Weeks later, a perfect 10.0 CVSS vulnerability hit his own firewalls. The irony tells us everything about where cybersecurity is headed.
Cybersecurity Linux Copy-Primitive Bugs Keep Breaking Container Security: From Dirty COW to Leaky Vessels [2026]
Dirty COW, Leaky Vessels, and now CopyFail. The pattern of Linux copy-primitive vulnerabilities breaking Docker and Podman container isolation isn't slowing down. Here's why rootless containers aren't enough.
Cybersecurity Reset Windows Admin Password with Linux USB: The Developer's Guide to Offline Recovery [2026]
Locked out of your Windows machine? A bootable Linux USB and the chntpw utility can reset any local admin password in minutes. Here's exactly how it works, why it works, and how to defend against it.
Cybersecurity Data Poisoning by Insiders: Why Employees Are Deliberately Sabotaging Corporate AI [2026]
Your biggest AI security threat isn't hackers. It's the employee with commit access to your training pipeline who decided they've had enough.
Cybersecurity AI Pentesting Agents: How Mythos AI Is Teaching LLMs to Hack (With DARPA's Blessing) [2026]
Mythos AI is building autonomous agents that find and exploit software vulnerabilities like a human pentester. DARPA is backing the idea. Here's what this means for cybersecurity.
Cybersecurity LittleSnitch for Linux: OpenSnitch Is the Outbound Firewall You've Been Waiting For [2026]
There's no official LittleSnitch for Linux, but OpenSnitch with eBPF is the application-level outbound firewall developers and sysadmins actually need.
Cybersecurity VeraCrypt in 2026: Is It Still the Gold Standard for Open-Source Encryption? [Security Review]
VeraCrypt just shipped Argon2id support, a C/C++ SDK, and screen protection features. After 10 years of audits and updates, here's whether it still deserves its reputation as the best open-source encryption tool.
Cybersecurity LinkedIn Is Scanning Your Browser Extensions: How It Works and Why You Should Care
LinkedIn's JavaScript silently probes your browser for 30+ installed extensions using web_accessible_resources. Here's how the technique works, what it reveals about you, and how to protect yourself.
Cybersecurity GPU Rowhammer Is Real: How GPUHammer Hijacks NVIDIA Graphics Memory [2026 Breakdown]
Rowhammer plagued CPUs for a decade. Now researchers have proven it works on NVIDIA GPU DRAM too — and the defenses don't exist yet.
Cybersecurity Proton Meet Privacy Review: Is End-to-End Encryption Enough? [2026]
Proton Meet promises end-to-end encrypted video calls where even Proton can't listen. I dug into the encryption model, the metadata gaps, and the trust assumptions most reviewers skip.
Cybersecurity NPM Supply Chain Attacks in 2026: Why Libraries Like Axios Are Prime Targets [Guide]
NPM supply chain attacks are escalating fast. Here's how typosquatting, dependency confusion, and malicious packages actually work — and 5 defenses every JavaScript developer needs.
Cybersecurity Reverse Engineering Android APKs: I Decompiled the White House App — Here's How [2026 Guide]
A practical guide to reverse engineering Android apps using JADX and Ghidra, with the White House's own app as a real-world case study.
Cybersecurity LiteLLM Supply Chain Attack: How a Fake PyPI Package Targeted AI Developers' Credentials [2026]
A malicious PyPI package used LiteLLM as bait to steal API keys and cloud credentials from AI developers. Here's the anatomy of the attack and how to protect your infrastructure.
Cybersecurity FCC Banned Router List: 5 Chinese Companies Blocked and What It Means for Your Home Network [2026]
The FCC banned new equipment from five Chinese companies over national security risks. Your existing gear isn't illegal — but it's now a ticking clock. Here's what you need to know.
Cybersecurity Chrome Master Key Theft: How Info-Stealer Malware Actually Steals Your Saved Passwords [2026]
Info-stealer malware doesn't crack your Chrome passwords — it just asks Windows to hand over the master key. Here's exactly how the attack chain works and what you can do about it.
Cybersecurity Mozilla VPN Technical Review: I Tested Speed, Privacy, and WireGuard Performance Against the Big Names [2026]
Mozilla VPN runs on Mullvad's infrastructure and WireGuard protocol. I tested its speed, latency, and privacy architecture against NordVPN and ExpressVPN to find out if the nonprofit-backed option actually holds up.
Cybersecurity Microsoft's FedRAMP Failure: A Technical Breakdown of How a 'Pile of Shit' Cloud Got Approved [2026]
A former Microsoft engineer called Azure Government a 'pile of shit.' Here's which FedRAMP controls allegedly failed, why the system didn't catch it, and what it means for every engineer selling to the public sector.
Cybersecurity Glassworm Is Back: The Invisible Unicode Attack Hiding in Your Code
Your code reviewer can't catch what they can't see. The Glassworm invisible Unicode attack is resurging, and most repos have zero defenses against it.
Cybersecurity Kernel-Level Anti-Cheat: How Ring 0 Drivers Actually Work and Why Gamers Are Right to Be Nervous
Modern anti-cheat software runs at the deepest level of your operating system. Here's exactly how it works, why developers say they need it, and why the security tradeoffs are real.
Cybersecurity Patch Tuesday Zero-Day Lessons: What February 2024's Two Exploited Flaws Still Teach Us [2026]
Two zero-days from February 2024's Patch Tuesday — a MotW bypass and a kernel privilege escalation — were actively exploited before Microsoft shipped fixes. Two years later, the lessons still apply.