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Understanding and Mitigating Audio Adversarial Examples


Program - BNAIC/BeNeLearn 2024

Knowledge Representation and Reasoning. Session chair: Mehdi Dastani Progress, 11:15-12:00. Nima Motamed, Natasha Alechina, Mehdi Dastani, Dragan Doder ...

Safety best practices - OpenAI API

Learn how to implement safety measures like moderation, adversarial testing, human oversight, and prompt engineering to ensure responsible AI deployment.

Deep Multi-Similarity Hashing with Spatial-Enhanced Learning for ...

... mitigating the effects of redundant and unbalanced pairs. Experimental ... adversarial hash learning model (AHLM) [19]. In addition, Song et al ...

The 2024 Conference on Empirical Methods in Natural Language ...

... Mitigating Biases in Sign Language Understanding Models · Katherine ... Adversarial Perturbation · Saiful Islam Salim | Rubin Yuchan Yang ...

AI safety - Wikipedia

... adversarial example. Adversarial robustness is often associated with security. Researchers demonstrated that an audio signal could be ...

AI Cybersecurity Challenges: Navigating Emerging Threats and ...

Adversarial AI refers to techniques used by attackers to trick AI systems into making incorrect decisions. By subtly altering input data, ...

Weighted-Sampling Audio Adversarial Example Attack

To the best of our knowledge, there is no method to gen- erate audio adversarial examples with low noise and high robustness at the minute level. Our ...

Adversarial - Paper Reading

We introduce Llama Guard 3 Vision, a multimodal LLM-based safeguard for human-AI conversations that involves image understanding: it can be used to safeguard ...

Audio Adversarial Examples — Chair for IT Security

Inhalt: Adversarial examples are instances that “machine learning models misclassify [... and] that are only slightly different from correctly classified ...

Audio Adversarial Examples: Targeted Attacks on Speech-to-Text

We assume a white-box setting where the adversary has complete knowledge of the model and its parameters. This is the threat model taken in most prior work [14] ...

Daily Drop (910): Volt Typhoon Botnet | AI: Bullfrog System

... examples like North Korea sending troops to aid Russia in Ukraine ... Mitigating External Cybersecurity Risks in Africa's Tech Sector.