Senior full-stack web developer and amateur genealogist. Born geek with an Amstrad CPC 6128. PHP & Laravel Expert 🐘https://williamblondel.fr/en-ushttps://williamblondel.fr/en/the-splinternet-how-geopolitical-ai-regulations-fragment-the-web/https://williamblondel.fr/en/the-splinternet-how-geopolitical-ai-regulations-fragment-the-web/Explore the rise of the AI Splinternet. Understand how divergent geopolitical regulations in the EU, US, and China are forcing enterprise IT to build fragmented, region-specific architectures.Sat, 07 Mar 2026 10:00:00 GMThttps://williamblondel.fr/en/green-it-security-the-energy-cost-of-training-defensive-models/https://williamblondel.fr/en/green-it-security-the-energy-cost-of-training-defensive-models/Analyze the intersection of Green IT and cybersecurity. Understand the massive carbon footprint of AI-driven security tools and how to build a sustainable DevSecOps architecture.Sat, 28 Feb 2026 10:00:00 GMThttps://williamblondel.fr/en/the-skills-gap-will-ai-replace-the-junior-cybersecurity-analyst/https://williamblondel.fr/en/the-skills-gap-will-ai-replace-the-junior-cybersecurity-analyst/Analyze the impact of AI on the cybersecurity workforce. Discover how the automation of the SOC is redefining entry-level roles and the future of IT talent pipelines.Sat, 21 Feb 2026 10:00:00 GMThttps://williamblondel.fr/en/ethical-hacking-with-ai-red-teaming-with-automated-tools/https://williamblondel.fr/en/ethical-hacking-with-ai-red-teaming-with-automated-tools/Explore how AI is revolutionizing ethical hacking and Red Teaming. Discover the strategic benefits and governance requirements of automated adversarial emulation.Sat, 14 Feb 2026 10:00:00 GMThttps://williamblondel.fr/en/insider-threat-detection-identifying-disgruntled-employees-via/https://williamblondel.fr/en/insider-threat-detection-identifying-disgruntled-employees-via/Explore how AI-driven UEBA and sentiment analysis detect malicious insider threats. Navigate the ethical and legal boundaries of monitoring employee behavior.Sat, 07 Feb 2026 10:00:00 GMThttps://williamblondel.fr/en/iot-security-protecting-smart-devices-with-lightweight-models/https://williamblondel.fr/en/iot-security-protecting-smart-devices-with-lightweight-models/Discover how TinyML and lightweight machine learning models are securing the Internet of Things, bringing real-time anomaly detection to resource-constrained edge devices.Sat, 31 Jan 2026 10:00:00 GMThttps://williamblondel.fr/en/cloud-security-posture-management-cspm-ai-for-config-monitoring/https://williamblondel.fr/en/cloud-security-posture-management-cspm-ai-for-config-monitoring/Discover how Artificial Intelligence is transforming CSPM, moving cloud security from noisy, static alerts to contextual, auto-remediated posture management.Sat, 24 Jan 2026 10:00:00 GMThttps://williamblondel.fr/en/quantum-computing-the-threat-to-current-encryption/https://williamblondel.fr/en/quantum-computing-the-threat-to-current-encryption/Understand the looming threat of quantum computing on modern cryptography. Explore the 'Harvest Now, Decrypt Later' risk and the strategic transition to Post-Quantum Cryptography (PQC).Sat, 17 Jan 2026 10:00:00 GMThttps://williamblondel.fr/en/data-sovereignty-private-llms-vs-public-cloud-apis/https://williamblondel.fr/en/data-sovereignty-private-llms-vs-public-cloud-apis/Navigate the data sovereignty dilemma in enterprise AI. Compare the risks of public cloud LLM APIs against the security of hosting private, open-weight models on-premise.Sat, 10 Jan 2026 10:00:00 GMThttps://williamblondel.fr/en/nist-ai-risk-management-framework-a-guide-for-organizations/https://williamblondel.fr/en/nist-ai-risk-management-framework-a-guide-for-organizations/Discover how the NIST AI RMF helps organizations map, measure, and manage AI risks. Learn how to implement this critical framework for trustworthy AI.Sat, 03 Jan 2026 10:00:00 GMThttps://williamblondel.fr/en/copyright-code-who-owns-ai-generated-software/https://williamblondel.fr/en/copyright-code-who-owns-ai-generated-software/Explore the legal paradox of AI-generated code. Understand the U.S. Copyright Office rulings, the risk of open-source infringement, and how to protect enterprise IP.Sat, 27 Dec 2025 10:00:00 GMThttps://williamblondel.fr/en/gdpr-llms-the-right-to-be-forgotten-in-a-neural-network/https://williamblondel.fr/en/gdpr-llms-the-right-to-be-forgotten-in-a-neural-network/Explore the technical and legal conflict between the GDPR's Right to Erasure and the probabilistic architecture of Large Language Models, and how enterprise IT can adapt.Sat, 20 Dec 2025 10:00:00 GMThttps://williamblondel.fr/en/the-eu-ai-act-compliance-requirements-for-high-risk-systems/https://williamblondel.fr/en/the-eu-ai-act-compliance-requirements-for-high-risk-systems/Understand the EU AI Act's impact on enterprise IT. Learn the classification of high-risk AI systems and the mandatory compliance requirements for organizations ahead of the 2026 deadline.Sat, 13 Dec 2025 10:00:00 GMThttps://williamblondel.fr/en/technical-debt-how-ai-generated-code-impacts-maintainability/https://williamblondel.fr/en/technical-debt-how-ai-generated-code-impacts-maintainability/Explore the hidden costs of AI coding assistants. Learn how LLM-generated boilerplate, inconsistent patterns, and lack of context accelerate technical debt.Sat, 06 Dec 2025 10:00:00 GMThttps://williamblondel.fr/en/mobile-app-security-ai-threats-to-ios-and-android/https://williamblondel.fr/en/mobile-app-security-ai-threats-to-ios-and-android/Explore how AI is changing mobile app security. Learn about deepfake biometric bypasses, AI-automated repackaging, and protecting on-device ML models.Sat, 29 Nov 2025 10:00:00 GMThttps://williamblondel.fr/en/container-security-anomaly-detection-in-kubernetes/https://williamblondel.fr/en/container-security-anomaly-detection-in-kubernetes/Learn how AI and machine learning enhance Kubernetes security by detecting anomalous container behavior, zero-day exploits, and lateral movement at runtime.Sat, 22 Nov 2025 10:00:00 GMThttps://williamblondel.fr/en/software-bill-of-materials-sbom-tracking-ai-components/https://williamblondel.fr/en/software-bill-of-materials-sbom-tracking-ai-components/Discover why the traditional SBOM is evolving into the AI-BOM. Learn how to track LLM dependencies, training datasets, and mitigate AI supply chain risks.Sat, 15 Nov 2025 10:00:00 GMThttps://williamblondel.fr/en/the-risk-of-hallucinated-vulnerabilities-false-positives-in-audits/https://williamblondel.fr/en/the-risk-of-hallucinated-vulnerabilities-false-positives-in-audits/Discover the hidden costs of AI-driven code audits. Learn why LLMs hallucinate vulnerabilities and how reachability analysis grounds AI in deterministic truth.Sat, 08 Nov 2025 10:00:00 GMThttps://williamblondel.fr/en/web-application-firewalls-waf-adapting-to-new-injection-vectors/https://williamblondel.fr/en/web-application-firewalls-waf-adapting-to-new-injection-vectors/Discover how traditional WAFs are failing against AI-generated payloads and Prompt Injection, and how ML-driven WAAPs are securing modern LLM-integrated apps.Sat, 01 Nov 2025 10:00:00 GMThttps://williamblondel.fr/en/bot-management-distinguishing-human-users-from-ai-scrapers/https://williamblondel.fr/en/bot-management-distinguishing-human-users-from-ai-scrapers/Explore how AI is fueling a new generation of sophisticated bots and how DevSecOps teams use behavioral biometrics and ML to block them.Sat, 25 Oct 2025 10:00:00 GMThttps://williamblondel.fr/en/secrets-management-preventing-ai-from-hardcoding-keys/https://williamblondel.fr/en/secrets-management-preventing-ai-from-hardcoding-keys/Learn how to prevent AI coding assistants from hardcoding secrets. Explore ML-driven secret scanning, pre-commit hooks, and dynamic vault integration.Sat, 18 Oct 2025 10:00:00 GMThttps://williamblondel.fr/en/api-security-detecting-anomaly-usage-patterns-in-microservices/https://williamblondel.fr/en/api-security-detecting-anomaly-usage-patterns-in-microservices/Discover how AI and Machine Learning transform API security by detecting Shadow APIs, BOLA attacks, and anomalous usage patterns in modern microservices.Sat, 11 Oct 2025 10:00:00 GMThttps://williamblondel.fr/en/fuzzing-at-scale-using-ai-to-generate-edge-case-test-inputs/https://williamblondel.fr/en/fuzzing-at-scale-using-ai-to-generate-edge-case-test-inputs/Discover how AI and LLMs are revolutionizing fuzz testing. Learn how generative AI automates fuzz targets, understands input grammar, and scales edge-case discovery.Sat, 04 Oct 2025 10:00:00 GMThttps://williamblondel.fr/en/secure-coding-with-copilot-best-practices-for-ai-assisted-dev/https://williamblondel.fr/en/secure-coding-with-copilot-best-practices-for-ai-assisted-dev/Learn essential DevSecOps best practices for using AI coding assistants like GitHub Copilot securely, from prompt engineering to IDE guardrails.Sat, 27 Sep 2025 10:00:00 GMThttps://williamblondel.fr/en/sast-vs-dast-enhancing-code-scanning-with-machine-learning/https://williamblondel.fr/en/sast-vs-dast-enhancing-code-scanning-with-machine-learning/Explore how Machine Learning is transforming SAST and DAST, reducing false positives, and detecting complex vulnerabilities in modern applications.Sat, 20 Sep 2025 10:00:00 GMThttps://williamblondel.fr/en/shadow-ai-the-silent-threat-to-your-software-supply-chain/https://williamblondel.fr/en/shadow-ai-the-silent-threat-to-your-software-supply-chain/Mitigate Shadow AI risks. Analyze how unauthorized LLMs cause data exfiltration and introduce critical vulnerabilities in your software supply chain.Sat, 13 Sep 2025 10:00:00 GMThttps://williamblondel.fr/en/governance-of-ai-defense-ensuring-your-defensive-ai-isn-t-biased/https://williamblondel.fr/en/governance-of-ai-defense-ensuring-your-defensive-ai-isn-t-biased/Explore the risks of algorithmic bias in cybersecurity. Learn how Explainable AI (XAI) and governance prevent defensive models from making discriminatory decisions.Fri, 05 Sep 2025 10:00:00 GMThttps://williamblondel.fr/en/xdr-and-ai-threat-hunting-unifying-the-security-stack/https://williamblondel.fr/en/xdr-and-ai-threat-hunting-unifying-the-security-stack/Learn how XDR breaks down security silos by using AI to correlate telemetry from endpoints, networks, identities, and the cloud for proactive threat hunting.Fri, 29 Aug 2025 10:00:00 GMThttps://williamblondel.fr/en/the-future-of-firewalls-next-gen-firewalls-ngfw-with-deep-learning/https://williamblondel.fr/en/the-future-of-firewalls-next-gen-firewalls-ngfw-with-deep-learning/Explore how Next-Generation Firewalls use inline deep learning to stop zero-day attacks, detect DGA traffic, and secure unmanaged IoT devices in real-time.Fri, 22 Aug 2025 10:00:00 GMThttps://williamblondel.fr/en/network-traffic-analysis-nta-detecting-encrypted-malicious-traffic/https://williamblondel.fr/en/network-traffic-analysis-nta-detecting-encrypted-malicious-traffic/Learn how AI-powered Network Traffic Analysis (NTA) detects malware and data exfiltration hidden inside encrypted HTTPS and TLS traffic without decrypting it.Fri, 15 Aug 2025 10:00:00 GMThttps://williamblondel.fr/en/edr-and-the-role-of-ml-agents-securing-the-endpoint/https://williamblondel.fr/en/edr-and-the-role-of-ml-agents-securing-the-endpoint/Learn how AI-powered EDR agents use local machine learning models to detect fileless malware, ransomware, and zero-day threats in real-time.Fri, 08 Aug 2025 10:00:00 GMThttps://williamblondel.fr/en/email-security-gateways-nlp-for-detecting-semantic-phishing/https://williamblondel.fr/en/email-security-gateways-nlp-for-detecting-semantic-phishing/Explore how modern Secure Email Gateways use Natural Language Processing (NLP) and Semantic AI to detect advanced phishing and Business Email Compromise.Fri, 01 Aug 2025 10:00:00 GMThttps://williamblondel.fr/en/deception-technology-using-ai-to-generate-dynamic-honeypots/https://williamblondel.fr/en/deception-technology-using-ai-to-generate-dynamic-honeypots/Learn how AI-driven deception technology creates dynamic honeypots and fake network assets to trap attackers, waste their time, and gather threat intel.Fri, 25 Jul 2025 10:00:00 GMThttps://williamblondel.fr/en/self-healing-networks-ai-driven-patch-management/https://williamblondel.fr/en/self-healing-networks-ai-driven-patch-management/Discover how AI-driven self-healing networks automate patch management, prioritize vulnerabilities, and dynamically isolate unpatched systems.Fri, 18 Jul 2025 10:00:00 GMThttps://williamblondel.fr/en/biometric-liveness-detection-countering-deepfakes/https://williamblondel.fr/en/biometric-liveness-detection-countering-deepfakes/Learn how cybersecurity teams use AI-powered liveness detection and multispectral analysis to defeat deepfakes and secure biometric authentication.Fri, 11 Jul 2025 10:00:00 GMThttps://williamblondel.fr/en/zero-trust-architecture-in-the-age-of-ai-continuous-verification/https://williamblondel.fr/en/zero-trust-architecture-in-the-age-of-ai-continuous-verification/Explore how Artificial Intelligence powers modern Zero Trust Architectures through continuous authentication, dynamic risk scoring, and microsegmentation.Fri, 04 Jul 2025 10:00:00 GMThttps://williamblondel.fr/en/predictive-threat-intelligence-forecasting-attacks-before-they-happen/https://williamblondel.fr/en/predictive-threat-intelligence-forecasting-attacks-before-they-happen/Discover how AI transforms Threat Intelligence from reactive blacklists into predictive models that forecast cyberattacks before they happen.Fri, 27 Jun 2025 10:00:00 GMThttps://williamblondel.fr/en/automated-incident-response-soar-defending-at-machine-speed/https://williamblondel.fr/en/automated-incident-response-soar-defending-at-machine-speed/Learn how SOAR platforms use AI and automated playbooks to orchestrate incident response, isolate threats, and drastically reduce MTTR in the SOC.Fri, 20 Jun 2025 10:00:00 GMThttps://williamblondel.fr/en/ai-powered-siem-reducing-alert-fatigue-for-soc-analysts/https://williamblondel.fr/en/ai-powered-siem-reducing-alert-fatigue-for-soc-analysts/Discover how AI-powered SIEMs reduce alert fatigue for SOC analysts. Learn how machine learning automates threat triage and correlation for faster response.Fri, 13 Jun 2025 10:00:00 GMThttps://williamblondel.fr/en/ueba-moving-beyond-signatures-with-ai-driven-behavioral-analytics/https://williamblondel.fr/en/ueba-moving-beyond-signatures-with-ai-driven-behavioral-analytics/Discover how UEBA uses Machine Learning to baseline user behavior, detect anomalies, and stop insider threats or compromised credentials in real-time.Fri, 06 Jun 2025 10:00:00 GMThttps://williamblondel.fr/en/adversarial-examples-fooling-image-recognition-systems/https://williamblondel.fr/en/adversarial-examples-fooling-image-recognition-systems/Explore how adversarial examples and invisible digital noise trick AI vision models. Understand inference-time evasion attacks and physical world implications.Fri, 30 May 2025 10:00:00 GMThttps://williamblondel.fr/en/data-poisoning-sabotaging-ai-training-datasets/https://williamblondel.fr/en/data-poisoning-sabotaging-ai-training-datasets/How attackers corrupt AI training data with hidden backdoors. Explore 'Clean Label' poisoning, triggers, and the risk to open-source datasets.Fri, 23 May 2025 10:00:00 GMThttps://williamblondel.fr/en/model-stealing-extraction-reverse-engineering-ai/https://williamblondel.fr/en/model-stealing-extraction-reverse-engineering-ai/How attackers steal proprietary AI models via public APIs. Explore model extraction, knowledge distillation, and defenses like watermarking.Fri, 16 May 2025 10:00:00 GMThttps://williamblondel.fr/en/ai-in-osint-automating-the-gathering-of-target-intelligence/https://williamblondel.fr/en/ai-in-osint-automating-the-gathering-of-target-intelligence/How AI automates OSINT reconnaissance. Explore facial recognition (PimEyes), stylometry, and how attackers build target profiles at scale.Fri, 09 May 2025 18:12:00 GMThttps://williamblondel.fr/en/captcha-breaking-how-vision-models-render-i-am-not-a-robot-obsolete/https://williamblondel.fr/en/captcha-breaking-how-vision-models-render-i-am-not-a-robot-obsolete/How AI vision models like YOLO have rendered CAPTCHA obsolete. Why bots now beat humans at visual puzzles and the shift to invisible security.Fri, 02 May 2025 18:09:00 GMThttps://williamblondel.fr/en/ai-driven-password-cracking-the-end-of-complex-8-character-passwords/https://williamblondel.fr/en/ai-driven-password-cracking-the-end-of-complex-8-character-passwords/How PassGAN uses AI to crack complex passwords in minutes. Why length beats complexity and the shift to 12+ character passphrases.Fri, 25 Apr 2025 18:19:00 GMThttps://williamblondel.fr/en/jailbreaking-llms-the-dan-do-anything-now-phenomenon/https://williamblondel.fr/en/jailbreaking-llms-the-dan-do-anything-now-phenomenon/How users bypass AI safety filters with "DAN" jailbreaks. Explore the evolution from roleplay to automated attacks and the failure of RLHF alignment.Fri, 18 Apr 2025 18:02:00 GMThttps://williamblondel.fr/en/prompt-injection-attacks-hacking-the-logic-of-chatbots/https://williamblondel.fr/en/prompt-injection-attacks-hacking-the-logic-of-chatbots/Prompt Injection is the new SQL Injection. Learn how direct and indirect attacks hijack LLM logic and why chatbots accept malicious commands.Fri, 11 Apr 2025 18:12:00 GMThttps://williamblondel.fr/en/deepfake-video-in-kyc-bypassing-biometric-verification/https://williamblondel.fr/en/deepfake-video-in-kyc-bypassing-biometric-verification/How deepfake video injections defeat KYC identity verification. Analyze the threat to liveness detection and the need for hardware-level defense.Fri, 04 Apr 2025 18:04:00 GMThttps://williamblondel.fr/en/voice-cloning-vishing-the-new-frontier-of-ceo-fraud/https://williamblondel.fr/en/voice-cloning-vishing-the-new-frontier-of-ceo-fraud/How AI voice cloning enables advanced CEO fraud. Analyze the threat of real-time deepfake audio (Vishing) and the necessary procedural defenses.Fri, 28 Mar 2025 18:41:00 GMThttps://williamblondel.fr/en/the-chameleon-code-ai-driven-polymorphic-malware/https://williamblondel.fr/en/the-chameleon-code-ai-driven-polymorphic-malware/How AI polymorphic malware defeats antivirus signatures. Explore code mutation, obfuscation techniques, and the critical shift to EDR defense.Fri, 21 Mar 2025 18:12:00 GMThttps://williamblondel.fr/en/automated-spear-phishing-how-llms-scale-social-engineering/https://williamblondel.fr/en/automated-spear-phishing-how-llms-scale-social-engineering/Discover how LLMs automate spear phishing. Analyze the shift from generic spam to AI-driven social engineering and learn key defense strategies.Fri, 14 Mar 2025 18:10:00 GMThttps://williamblondel.fr/en/ai-weaponization-the-industrialization-of-cyber-threats/https://williamblondel.fr/en/ai-weaponization-the-industrialization-of-cyber-threats/Analyze the weaponization of AI in cybersecurity. From polymorphic malware to deepfakes, understand how LLMs industrialize modern cyber threats.Fri, 07 Mar 2025 10:00:00 GMThttps://williamblondel.fr/en/a-url-shortener-service-using-only-the-caddy-server/https://williamblondel.fr/en/a-url-shortener-service-using-only-the-caddy-server/How to build a URL shortener using only the Caddy server and GitHub. Replacing YOURLS with a minimal, self-hosted solution using Docker and Fly.io.Sat, 10 Feb 2024 21:41:00 GMThttps://williamblondel.fr/en/welcome-to-the-world-of-machines-and-humans/https://williamblondel.fr/en/welcome-to-the-world-of-machines-and-humans/I finally created my blog! Discover what I'll write about: cybersecurity, AI threats, web development, and my journey as a developer and amateur genealogist.Thu, 25 Jan 2024 07:44:00 GMT