AdvPertAdversarial perturbation: counter-surveillance, data sovereignty, and machine learning evasion.https://advpert.com/Adversarial Clothing Is Going Mainstream: Fashion Meets Facial Recognition Defencehttps://advpert.com/articles/adversarial-clothing-mainstream/https://advpert.com/articles/adversarial-clothing-mainstream/The Guardian reports on a new wave of clothing brands embedding adversarial patterns into garments to confuse facial recognition systems — and why this might be the next big fashion trend.Fri, 17 Jul 2026 12:00:00 GMTAdverTorch: BorealisAI's Practical Toolbox for Adversarial Attacks and Defenceshttps://advpert.com/articles/advertorch-toolbox/https://advpert.com/articles/advertorch-toolbox/A walkthrough of AdverTorch — a PyTorch toolbox from BorealisAI that gives researchers and tinkerers a ready-made kit of adversarial attacks, defences, and robust training methods.Fri, 10 Jul 2026 10:00:00 GMTA Beginner's Guide to Adversarial Perturbationhttps://advpert.com/articles/beginners-guide-adversarial-perturbation/https://advpert.com/articles/beginners-guide-adversarial-perturbation/An introduction to adversarial perturbation — the mathematical blind spots in AI systems, why they matter for security, and how individuals apply these principles in everyday environments.Tue, 07 Jul 2026 10:00:00 GMTDefeating Surveillance Pricing with Digital Noisehttps://advpert.com/articles/defeating-surveillance-pricing/https://advpert.com/articles/defeating-surveillance-pricing/How AI algorithms guess the absolute maximum you'll pay, and how you can fight back by poisoning their data with adversarial perturbation techniques.Sun, 19 Jul 2026 10:00:00 GMTEvading Facial Recognition in 2026: Modern Countermeasureshttps://advpert.com/articles/evading-facial-recognition-2026/https://advpert.com/articles/evading-facial-recognition-2026/An evaluation of physical adversarial patches, makeup patterns, and glasses designed to disrupt modern facial detection pipelines.Sun, 05 Jul 2026 14:30:00 GMTGlaze: The Digital Cloak Protecting Artists from AI Style Mimicryhttps://advpert.com/articles/glaze-style-cloaking/https://advpert.com/articles/glaze-style-cloaking/How University of Chicago's Glaze tool uses adversarial perturbations to cloak artists' personal styles from AI image generators — a technical explainer.Wed, 08 Jul 2026 14:00:00 GMTNightshade: How Data Poisoning Became a Weapon for Artists Against AIhttps://advpert.com/articles/nightshade-data-poisoning/https://advpert.com/articles/nightshade-data-poisoning/A deep dive into Nightshade — the data poisoning tool from University of Chicago that lets artists fight back against unauthorised AI training by corrupting the models themselves.Wed, 08 Jul 2026 10:00:00 GMTPoisoning Datasets: A Theoretical Approach to Data Sovereigntyhttps://advpert.com/articles/poisoning-datasets/https://advpert.com/articles/poisoning-datasets/An analysis of techniques used to inject adversarial noise into public datasets to disrupt corporate scraping.Sun, 05 Jul 2026 12:00:00 GMTToll Cameras Are Now Police Cameras: NSW's Privacy Shift and What Drivers Can Dohttps://advpert.com/articles/toll-camera-privacy-nsw-police/https://advpert.com/articles/toll-camera-privacy-nsw-police/New NSW laws will give police unredacted access to toll road camera images. Here's what that means for your privacy, how the surveillance network works, and practical countermeasures for drivers.Wed, 22 Jul 2026 10:00:00 GMT