Concepedia

Saasha Nair

SN

3

Publications

142

Citations

3

H-Index

2020

Active since

Affiliations

Scuola Superiore Sant'Anna(Current)

Saasha Nair is an author at Scuola Superiore Sant'Anna specializing in computer science, engineering, and adversarial machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningAdversarial Machine LearningDeep LearningImage AnalysisMachine VisionComputer VisionObject DetectionSynthetic Image Generation

Publications per year

2020–2023

3

Publications

3

Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks

Federico Nesti, Giulio Rossolini, Saasha Nair et al. · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2022 · 86 citations

Convolutional Neural Network, Image Analysis, Machine Learning +13

On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving

Giulio Rossolini, Federico Nesti, Gianluca D’Amico et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 44 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Falsification-Based Robust Adversarial Reinforcement Learning

Xiao Wang, Saasha Nair, Matthias Althoff · 2020 · 12 citations · Full text

Artificial Intelligence, Reward Hacking, Engineering +13

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