Unsupervised Image-to-Image Translation with Generative Adversarial Networks. - Hao Dong 003; Paarth Neekhara; Chao Wu 001; Yike Guo (CoRR, 2017)

Adversarial Reprogramming of Sequence Classification Neural Networks. - Paarth Neekhara; Shehzeen Hussain; Shlomo Dubnov; Farinaz Koushanfar (CoRR, 2018)

Adversarial Reprogramming of Text Classification Neural Networks. - Paarth Neekhara; Shehzeen Hussain; Shlomo Dubnov; Farinaz Koushanfar (EMNLP/IJCNLP (1), 2019)

FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA. - Shehzeen Hussain; Mojan Javaheripi; Paarth Neekhara; Ryan Kastner; Farinaz Koushanfar (ICCAD, 2019)

Expediting TTS Synthesis with Adversarial Vocoding. - Paarth Neekhara; Chris Donahue; Miller S. Puckette; Shlomo Dubnov; Julian J. McAuley (INTERSPEECH, 2019)

Universal Adversarial Perturbations for Speech Recognition Systems. - Paarth Neekhara; Shehzeen Hussain; Prakhar Pandey; Shlomo Dubnov; Julian J. McAuley; Farinaz Koushanfar (INTERSPEECH, 2019)

Expressive Neural Voice Cloning. - Paarth Neekhara; Shehzeen Hussain; Shlomo Dubnov; Farinaz Koushanfar; Julian J. McAuley (ACML, 2021)

Adversarial Threats to DeepFake Detection: A Practical Perspective. - Paarth Neekhara; Brian Dolhansky; Joanna Bitton; Cristian Canton-Ferrer (CVPR Workshops, 2021)

WaveGuard: Understanding and Mitigating Audio Adversarial Examples. - Shehzeen Hussain; Paarth Neekhara; Shlomo Dubnov; Julian J. McAuley; Farinaz Koushanfar (USENIX Security Symposium, 2021)

Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples. - Shehzeen Hussain; Paarth Neekhara; Malhar Jere; Farinaz Koushanfar; Julian J. McAuley (WACV, 2021)

Adapting TTS models For New Speakers using Transfer Learning. - Paarth Neekhara; Jason Li; Boris Ginsburg (CoRR, 2021)

FastStamp: Accelerating Neural Steganography and Digital Watermarking of Images on FPGAs. - Shehzeen Hussain; Nojan Sheybani; Paarth Neekhara; Xinqiao Zhang; Javier Mauricio Duarte; Farinaz Koushanfar (ICCAD, 2022)

Cross-modal Adversarial Reprogramming. - Paarth Neekhara; Shehzeen Hussain; Jinglong Du; Shlomo Dubnov; Farinaz Koushanfar; Julian J. McAuley (WACV, 2022)

FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering Deepfakes. - Paarth Neekhara; Shehzeen Hussain; Xinqiao Zhang; Ke Huang 001; Julian J. McAuley; Farinaz Koushanfar (CoRR, 2022)

ReFace: Real-time Adversarial Attacks on Face Recognition Systems. - Shehzeen Hussain; Todd Huster; Chris Mesterharm; Paarth Neekhara; Kevin An; Malhar Jere; Harshvardhan Sikka; Farinaz Koushanfar (CoRR, 2022)

Exposing Vulnerabilities of Deepfake Detection Systems with Robust Attacks. - Shehzeen Hussain; Paarth Neekhara; Brian Dolhansky; Joanna Bitton; Cristian Canton Ferrer; Julian J. McAuley; Farinaz Koushanfar (DTRAP, 2022)

ReFace: Adversarial Transformation Networks for Real-time Attacks on Face Recognition Systems. - Shehzeen Hussain; Todd Huster; Chris Mesterharm; Paarth Neekhara; Farinaz Koushanfar (DSN, 2023)

ACE-VC: Adaptive and Controllable Voice Conversion Using Explicitly Disentangled Self-Supervised Speech Representations. - Shehzeen Hussain; Paarth Neekhara; Jocelyn Huang; Jason Li; Boris Ginsburg (ICASSP, 2023)

Synthesis and Robust Detection of AI-generated Media - Paarth Neekhara (2023)

SelfVC: Voice Conversion With Iterative Refinement using Self Transformations. - Paarth Neekhara; Shehzeen Samarah Hussain; Rafael Valle; Boris Ginsburg; Rishabh Ranjan; Shlomo Dubnov; Farinaz Koushanfar; Julian J. McAuley (ICML, 2024)

Improving Robustness of LLM-based Speech Synthesis by Learning Monotonic Alignment. - Paarth Neekhara; Shehzeen Hussain; Subhankar Ghosh; Jason Li; Boris Ginsburg (INTERSPEECH, 2024)

REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language Models. - Ruisi Zhang; Shehzeen Samarah Hussain; Paarth Neekhara; Farinaz Koushanfar (USENIX Security Symposium, 2024)

Improving Robustness of LLM-based Speech Synthesis by Learning Monotonic Alignment. - Paarth Neekhara; Shehzeen Hussain; Subhankar Ghosh; Jason Li; Rafael Valle; Rohan Badlani; Boris Ginsburg (CoRR, 2024)

FaceSigns: Semi-fragile Watermarks for Media Authentication. - Paarth Neekhara; Shehzeen Hussain; Xinqiao Zhang; Ke Huang 001; Julian J. McAuley; Farinaz Koushanfar (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Low Frame-rate Speech Codec: a Codec Designed for Fast High-quality Speech LLM Training and Inference. - Edresson Casanova; Ryan Langman; Paarth Neekhara; Shehzeen Hussain; Jason Li; Subhankar Ghosh; Ante Jukic; Sang-gil Lee (ICASSP, 2025)

Koel-TTS: Enhancing LLM based Speech Generation with Preference Alignment and Classifier Free Guidance. - Shehzeen Hussain; Paarth Neekhara; Xuesong Yang; Edresson Casanova; Subhankar Ghosh; Mikyas T. Desta; Roy Fejgin; Rafael Valle; Jason Li (CoRR, 2025)