As AI systems using adversarial machine learning integrate into critical infrastructure, healthcare, and autonomous technologies, a silent battle ensues between defenders strengthening models and attackers exploiting vulnerabilities. The field of adversarial machine learning (AML) has emerged as both a threat vector and a defense strategy, with 2025 witnessing unprecedented developments in attack sophistication, defensive frameworks, […]
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