DeeCLIP

DeeCLIP: Un framework basato su Transformer, robusto e generalizzabile, per il rilevamento di immagini generate dall'IA ☀️ Se trovi utile questo lavoro per la tua ricerca, ti preghiamo di mettere una stella alla nostra repository e citare il nostro articolo! ☀️ TODO Stiamo lavorando duramente sui...

Jailbreak Mimicry: Automated Discovery of Narrative-Based Jailbreaks for Large Language Models

Large language models LLMs remain vulnerable to sophisticated prompt engineering attacks that exploit contextual framing to bypass safety mechanisms, posing significant risks in cybersecurity applications. We introduce Jailbreak Mimicry, a systematic methodology for training compact attacker mode...

Bloodroot: When Watermarking Turns Poisonous for Stealthy Backdoor

Backdoor data poisoning is a crucial technique for ownership protection and defending against malicious attacks. Embedding hidden triggers in training data can manipulate model outputs, enabling provenance verification, and deterring unauthorized use. However, current audio backdoor methods are...

Automating Function-Level TARA for Automotive Full-Lifecycle Security

As modern vehicles evolve into intelligent and connected systems, their growing complexity introduces significant cybersecurity risks. Threat Analysis and Risk Assessment TARA has therefore become essential for managing these risks under mandatory regulations. However, existing TARA automation...