Cybersecurity & Risk
Threats, best practices, security investments and risk management for Algerian organizations.
Cybersecurity & Risk
Deepfake Defense: Voice Cloning, Safe Words, and the Trust Architecture You Need
Voice cloning technology can now replicate a person's voice from just three seconds of audio with 85% accuracy, according to McAfee researchers who tested the technology across multiple platforms. Fraud cases using cloned voices to impersonate family members are no longer theoretical.
Cybersecurity & Risk
AI Hallucinations: When Claude Fabricated Board Deck Numbers for Months
AI strategist Nate B. Jones recently shared an anecdote that should unsettle every organization using AI for executive reporting.
Cybersecurity & Risk
AI Trust: The Four Levels of Architecture Every Organization Needs
We've deployed autonomous AI systems into relationships of trust without building the trust architecture those systems require. That's the core diagnosis emerging from a wave of AI agent failures in early 2026 — from fabricated board presentations to autonomous reputation
Cybersecurity & Risk
Why Telling AI Agents “Don’t Do Bad Things” Doesn’t Work: Anthropic’s 16-Model Study
Anthropic's study "Agentic Misalignment: How LLMs Could Be Insider Threats" tested 16 frontier models from Anthropic, OpenAI, Google, Meta, xAI, and other developers. The headline finding should make every organization deploying AI agents reconsider its safety strategy: adding
Cybersecurity & Risk
The Exploding Attack Surface: How SaaS Sprawl and Shadow IT Are Creating Enterprise
The SaaS Explosion Nobody Is Securing The modern enterprise runs on SaaS. According to Zylo's 2025 SaaS Management Index, the seventh edition of the industry's longest-running SaaS spend and adoption report, the average company now operates 275 SaaS applications in its portfolio.
Cybersecurity & Risk
Red Team, Blue Team, Purple Team: The Evolution of Adversarial Security Testing
Beyond Penetration Testing The concept of adversarial security testing is older than the internet. The US military coined "red team" in Cold War wargaming exercises, where a dedicated group (red) would simulate Soviet tactics against US defenses (blue).
Cybersecurity & Risk
Privacy-Enhancing Technologies: How FHE, MPC
The Privacy-Utility Tradeoff Is Being Solved For decades, data privacy and data utility were treated as fundamentally opposed. To analyze data, you had to access it in the clear.
Cybersecurity & Risk
The IoT Botnet Crisis: How Billions of Connected Devices Became the Internet’s Biggest
Over 20 Billion Devices, Minimal Security The numbers have crossed a threshold that makes the problem structural, not anecdotal. IoT Analytics' State of IoT 2025 report, published in October 2025, estimates 21.1 billion connected IoT devices globally in 2025 — a 14% increase
Cybersecurity & Risk
Election Cybersecurity in the Age of AI: How Democracies Are Defending the Vote
The Largest Democratic Exercise in History Met Its Largest Cyber Threat The 2024 election cycle was unprecedented in scale and in threat. More than 70 countries with a combined population of roughly four billion people held national elections, from the world's largest democracy
Cybersecurity & Risk
Attacking the Internet’s Backbone: DNS Hijacking, BGP Attacks
The Trust Problem at the Internet's Core The internet's two most fundamental protocols — BGP (Border Gateway Protocol) and DNS (Domain Name System) — were designed in an era when the network was a small, trusted community of researchers. BGP, which determines how traffic is
Cybersecurity & Risk
Digital Forensics and Incident Response: Inside the Teams That Investigate Cyberattacks
When the Breach Alarm Sounds The moment an organization confirms it has been breached — ransomware encrypting production servers, a threat actor detected in the network, customer data appearing on a dark web forum — a clock starts. The first 48 hours are critical.
