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Transfer Attacks Reveal SLM Vulnerabilities and Effective Noise Defenses
Table of Links Part 1: Abstract & Introduction Part 2: Background Part 3: Attacks & Countermeasures Part 4: Experimental Setup Part 5: Datasets & Evaluation Part 6: Attack, Countermeasure Parameters, ...
Cross-Prompt Attacks and Data Ablations Impact SLM Robustness
Table of Links Part 1: Abstract & Introduction Part 2: Background Part 3: Attacks & Countermeasures Part 4: Experimental...
Safety Alignment and Jailbreak Attacks Challenge Modern LLMs
Table of Links Part 1: Abstract & Introduction Part 2: Background Part 3: Attacks & Countermeasures Part 4: Experimental Setup Part 5: Datasets & Evaluation Part 6: Attack, Countermeasure Parameters, ...
Audio Encoder Pre-training and Evaluation Enhance SLM Safety
Table of Links Part 1: Abstract & Introduction Part 2: Background Part 3: Attacks & Countermeasures Part 4: Experimental...
Integrated Speech Language Models Face Critical Safety Vulnerabilities
Table of Links Part 1: Abstract & Introduction Part 2: Background Part 3: Attacks & Countermeasures Part 4: Experimental Setup Part 5: Datasets & Evaluation Part 6: Attack, Countermeasure Parameters, ...
SpeechVerse Unites Audio Encoder and LLM for Superior Spoken QA
Table of Links Part 1: Abstract & Introduction Part 2: Background Part 3: Attacks & Countermeasures Part 4: Experimental Setup Part 5: Datasets & Evaluation Part 6: Attack, Countermeasure Parameters, ...
Unified Speech and Language Models Can Be Vulnerable to Adversarial Attacks
\ :::info Authors: (1) Raghuveer Peri, AWS AI Labs, Amazon and with Equal Contributions ([email protected]); (2) Sai Muralidhar Jayanthi, AWS AI Labs, Amazon and with Equal Contributions; (3) Srikan...
SLMs Outperform Competitors Yet Suffer Rapid Adversarial Jailbreaks
Table of Links Part 1: Abstract & Introduction Part 2: Background Part 3: Attacks & Countermeasures Part 4: Experimental Setup Part 5: Datasets & Evaluation Part 6: Attack, Countermeasure Parameters, ...
Adversarial Settings and Random Noise Reveal Speech LLM Vulnerabilities
Table of Links Part 1: Abstract & Introduction Part 2: Background Part 3: Attacks & Countermeasures Part 4: Experimental Setup Part 5: Datasets & Evaluation Part 6: Attack, Countermeasure Parameters, ...
Datasets and Evaluation Define the Robustness of Speech Language Models
Table of Links Part 1: Abstract & Introduction Part 2: Background Part 3: Attacks & Countermeasures Part 4: Experimental Setup Part 5: Datasets & Evaluation Part 6: Attack, Countermeasure Parameters, ...
Newswire > Tag: audio

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