78 citations · 196 across the 72 of their papers we have counts for
4 papers · 1 filter
ModalFidelity: Routing Modalities for Deepfake Detection on a Budget
Oguzhan Baser, Kaan Kale, Sriram Vishwanath +1
Deepfakes no longer need to fake a whole video. Generators that read the transcript now alter only the few seconds in which a video's meaning turns, so a forgery hides in a small,…
TensorCommitments: A Lightweight Verifiable Inference for Language Models
Oguzhan Baser, Elahe Sadeghi, Eric Wang +6
Most large language models (LLMs) run on external clouds: users send a prompt, pay for inference, and must trust that the remote GPU executes the LLM without any adversarial tamper…
SecureSpectra: Safeguarding Digital Identity from Deep Fake Threats via Intelligent Signatures
Oguzhan Baser, Kaan Kale, Sandeep P. Chinchali
Advancements in DeepFake (DF) audio models pose a significant threat to voice authentication systems, leading to unauthorized access and the spread of misinformation. We introduce…
Task-aware Privacy Preservation for Multi-dimensional Data
Jiangnan Cheng, Ao Tang, Sandeep Chinchali
Local differential privacy (LDP) can be adopted to anonymize richer user data attributes that will be input to sophisticated machine learning (ML) tasks. However, today's LDP appro…