Australian Cyber Security Centre Targets Bulletproof Hosting Providers To Disrupt Cybercrime Networks

Australian Cyber Security Centre Targets Bulletproof Hosting Providers To Disrupt Cybercrime Networks

Overview The Australian Cyber Security Centre (ACSC) has issued a detailed warning regarding Bulletproof Hosting Providers (BPH). These illicit infrastructure services play a critical role in supporting cybercrime, allowing malicious actors to conduct their operations while remaining largely undetectable. The Australian government’s growing efforts to combat cybercrime highlight the increasing difficulty for cybercriminals to maintain…

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Asymmetric Certified Robustness via Feature-Convex Neural Networks

Asymmetric Certified Robustness via Feature-Convex Neural Networks

Asymmetric Certified Robustness via Feature-Convex Neural Networks TLDR: We propose the asymmetric certified robustness problem, which requires certified robustness for only one class and reflects real-world adversarial scenarios. This focused setting allows us to introduce feature-convex classifiers, which produce closed-form and deterministic certified radii on the order of milliseconds. Figure 1. Illustration of feature-convex classifiers…

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