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Shashank Kotyan

Observed names: Kotyan Shashank, Kotyan, Shashank
ORCID: 0000-0003-1235-3316
Observed ORCID: 0000-0003-1235-3316
OpenAlex ID: A5001629940
Adversarial robustness assessment: Why in evaluation both L0 and L∞ attacks are necessary
2022 · Shashank Kotyan, Danilo Vasconcellos Vargas · PLoS ONE · 54
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Evolving Robust Neural Architectures to Defend from Adversarial Attacks
2019 · Kotyan, Shashank, Vargas, Danilo Vasconcellos · arXiv (Cornell University) · 28
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Towards evolving robust neural architectures to defend from adversarial attacks
2020 · Shashank Kotyan, Danilo Vasconcellos Vargas · Genetic and Evolutionary Computation Conference Companion (GECCO Companion) · 18
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Analysis and Comparison of Different Fuzzy Inference Systems Used in Decision Making for Secondary Users in Cognitive Radio Network
2018 · Shrivishal Tripathi, Ashish Upadhyay, et al. · Wireless Personal Communications · 13
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A reading survey on adversarial machine learning: Adversarial attacks and their understanding
2023 · Kotyan, Shashank · arXiv (Cornell University) · 10
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Sakana Fugu Technical Report
2026 · Tang, Yujin, Cetin, Edoardo, et al. · arXiv (Cornell University) · 9
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Synthetic Shifts to Initial Seed Vector Exposes the Brittle Nature of Latent-Based Diffusion Models
2023 · Po-Yuan, Mao, Kotyan, Shashank, et al. · arXiv (Cornell University) · 9
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Improving robustness for vision transformer with a simple dynamic scanning augmentation
2023 · Shashank Kotyan, Danilo Vasconcellos Vargas · Neurocomputing · 9
Robustness Assessment for Adversarial Machine Learning: Problems, Solutions and a Survey of Current Neural Networks and Defenses
2019 · Danilo Vargas, Shashank Kotyan · arXiv (Cornell University) · 8
k* Distribution: Evaluating the Latent Space of Deep Neural Networks Using Local Neighborhood Analysis
2024 · Shashank Kotyan, Tatsuya Ueda, et al. · IEEE Transactions on Neural Networks and Learning Systems · 6
Model Agnostic Dual Quality Assessment for Adversarial Machine Learning and an Analysis of Current Neural Networks and Defenses.
2019 · Danilo Vargas, Shashank Kotyan · arXiv (Cornell University) · 6
Drishtikon: An advanced navigational aid system for visually impaired people
2018 · Shashank Kotyan, Venkanna U, et al. · IEEE Conference on Information and Communication Technology (CICT) · 6
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HAUAR: Home Automation Using Action Recognition
2018 · Shashank Kotyan, U. Venkanna, et al. · IEEE Conference on Information and Communication Technology (CICT) · 6
The Challenges of Image Generation Models in Generating Multi-Component Images
2023 · Foong, Tham Yik, Kotyan, Shashank, et al. · arXiv (Cornell University) · 5
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Self Training Autonomous Driving Agent
2019 · Shashank Kotyan, Danilo Vasconcellos Vargas, et al. · Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE) · 5
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Transferability of features for neural networks links to adversarial attacks and defences
2022 · Shashank Kotyan, Moe Matsuki, et al. · PLoS ONE · 4
Linking Robustness and Generalization: A k* Distribution Analysis of Concept Clustering in Latent Space for Vision Models
2024 · Kotyan, Shashank, Chen, Pin-Yu, et al. · arXiv (Cornell University) · 3
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Deep neural network loses attention to adversarial images
2021 · Kotyan, Shashank, Vargas, Danilo Vasconcellos · arXiv (Cornell University) · 3
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Representation Quality Of Neural Networks Links To Adversarial Attacks and Defences
2019 · Kotyan, Shashank, Vargas, Danilo Vasconcellos, et al. · arXiv (Cornell University) · 2
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Beyond Imitation: A Framework and Benchmark for LLM-Assisted Peer Review
2026 · Teo, Rachel S. Y., Yamada, Yutaro, et al. · arXiv (Cornell University) · 1
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Prior-Conditioned Gaussian Discriminants for Generalizable AI-Generated Image Detection
2026 · Shashank Kotyan, Makoto Shing, et al. · Lecture notes in computer science · 1
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Breaking Free: How to Hack Safety Guardrails in Black-Box Diffusion Models!
2024 · Kotyan, Shashank, Mao, Po-Yuan, et al. · arXiv (Cornell University) · 1
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Is Neural Architecture Search A Way Forward to Develop Robust Neural Networks
2020 · Shashank Kotyan, Danilo Vasconcellos Vargas · The Japanese Society for Artificial Intelligence · 1
Representation Quality Explain Adversarial Attacks
2019 · Danilo Vargas, Shashank Kotyan, et al. · arXiv (Cornell University) · 1
HAUAR: Home Automation Using Action Recognition
2019 · Kotyan, Shashank, Kumar, Nishant, et al. · arXiv (Cornell University) · 1
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Works count: 37
Citation count: 210
H-index: 8
I10-index: 5
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