S. N. Deshmukh

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Multimodal Models (1)Recommendation & Information Retrieval (1)Computer Vision (1)Red-Teaming & Adversarial Robustness (1)Speech & Audio (1)

Frequent co-authors

Sivashankar Selvarajan (1)S. Selvarajan (1)Piyush Verma (1)Piyush Verma (1)Sumit Kumar (1)Sharayu N. Deshmukh (1)Kailash A. Hambarde (1)Joana C. Costa (1)

Papers (2)

Sep 21, 2026

Sivashankar Selvarajan +63w ago

Benchmarking Neural Defend ARCAS 1B: A Foundational Multimodal Deepfake Detection Model

By keeping benchmark-native outcomes distinct from pooled summaries, the study makes test-population, class-balance, and missing-record-coverage differences visible and supports interpretation of detector results in research, platform-safety, and forensic-review settings, foregrounding traceable protocol conditions over claims or leaderboard comparisons.

Sivashankar Selvarajan, S. Selvarajan, Piyush Verma +4

Eval Frameworks & Benchmarks Multimodal Models Recommendation & Information Retrieval

Apr 30, 2026

S. N. Deshmukh +5Apr 30, 2026

Are DeepFakes Realistic Enough? Exploring Semantic Mismatch as a Novel Challenge

Current DeepFake detectors can be fooled by semantically inconsistent real audio and video, highlighting a critical blind spot in their ability to assess realistic manipulations.

S. N. Deshmukh, Kailash A. Hambarde, Joana C. Costa +3

Computer Vision Red-Teaming & Adversarial Robustness Speech & Audio

S. N. Deshmukh

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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S. N. Deshmukh

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)