Deceiving End-to-End Deep Learning Malware Detectors using Adversarial Examples

Felix Kreuk, Assi Barak, Shir Aviv-Reuven, +3

arXiv (Cornell University)

Hardware SecurityAdversarial ExamplesConvolutional Neural NetworkEngineeringMachine Learning +9

Simple and Controllable Music Generation

Jade Copet, Felix Kreuk, Itai Gat, +5

arXiv (Cornell University)

MusicComputational MusicologyConditional Music GenerationMusic ClassificationSingle-stage Transformer Lm +6

A causal view of compositional zero-shot recognition

Yuval Atzmon, Felix Kreuk, Uri Shalit, +1

arXiv (Cornell University)

Few-shot LearningEngineeringMachine LearningCausal InferenceNatural Language Processing +17

AudioGen: Textually Guided Audio Generation

Felix Kreuk, Gabriel Synnaeve, Adam Polyak, +6

arXiv (Cornell University)

Natural Language ProcessingMultimodal LlmAudio SamplesGuided Audio GenerationMachine Learning +12

Adversarial Examples on Discrete Sequences for Beating Whole-Binary Malware Detection.

Felix Kreuk, Assi Barak, Shir Aviv-Reuven, +3

arXiv (Cornell University)

Hardware SecurityConvolutional Neural NetworkEngineeringMachine LearningEvasion Technique +13

Phoneme Boundary Detection Using Learnable Segmental Features

Felix Kreuk, Yaniv Sheena, Joseph Keshet, +1

EngineeringFeature DetectionSpoken Language ProcessingSpeech SciencePhonology +22

Fooling End-To-End Speaker Verification With Adversarial Examples

Felix Kreuk, Yossi Adi, Moustapha Cissé, +1

Hardware SecurityAdversarial ExamplesEngineeringMachine LearningSpeaker Verification Systems +12

Textless Speech Emotion Conversion using Discrete & Decomposed Representations

Felix Kreuk, Adam Polyak, Jade Copet, +7

EngineeringPart-of-speech TaggingLanguage ProcessingText MiningSpeech Recognition +17

Expresso: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis

Tu Anh Nguyen, Wei-Ning Hsu, Antony D’Avirro, +10

Hide and Speak: Deep Neural Networks for Speech Steganography

Felix Kreuk, Yossi Adi, Bhiksha Raj, +2

arXiv (Cornell University)

EngineeringMachine LearningInformation ForensicsCommunicationSpeech Recognition +15