Search Results for author: Ivan A. Fernandez

Found 4 papers, 0 papers with code

Security Considerations in AI-Robotics: A Survey of Current Methods, Challenges, and Opportunities

no code implementations12 Oct 2023 Subash Neupane, Shaswata Mitra, Ivan A. Fernandez, Swayamjit Saha, Sudip Mittal, Jingdao Chen, Nisha Pillai, Shahram Rahimi

Motivated by the need to address the security concerns in AI-Robotics systems, this paper presents a comprehensive survey and taxonomy across three dimensions: attack surfaces, ethical and legal concerns, and Human-Robot Interaction (HRI) security.

Impacts and Risk of Generative AI Technology on Cyber Defense

no code implementations22 Jun 2023 Subash Neupane, Ivan A. Fernandez, Sudip Mittal, Shahram Rahimi

To combat the threats posed by GenAI, we propose leveraging the Cyber Kill Chain (CKC) to understand the lifecycle of cyberattacks, as a foundational model for cyber defense.

Face Swapping Misinformation

TwinExplainer: Explaining Predictions of an Automotive Digital Twin

no code implementations1 Feb 2023 Subash Neupane, Ivan A. Fernandez, Wilson Patterson, Sudip Mittal, Milan Parmar, Shahram Rahimi

Vehicles are complex Cyber Physical Systems (CPS) that operate in a variety of environments, and the likelihood of failure of one or more subsystems, such as the engine, transmission, brakes, and fuel, can result in unscheduled downtime and incur high maintenance or repair costs.

Decision Making

A Temporal Anomaly Detection System for Vehicles utilizing Functional Working Groups and Sensor Channels

no code implementations14 Sep 2022 Subash Neupane, Ivan A. Fernandez, Wilson Patterson, Sudip Mittal, Shahram Rahimi

A modern vehicle fitted with sensors, actuators, and Electronic Control Units (ECUs) can be divided into several operational subsystems called Functional Working Groups (FWGs).

Anomaly Detection

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