Amir Rahmati

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 42

Top Topics

Knowledge Transfer

Visual Classification

Object Detectors

Top Venues

USENIX Security Symposium

Publications

Stanley Bak, Sergiy Bogomolov, Abdelrahman Hekal, Veena Krish, Andrew Mata, Amir Rahmati
Zero-One Attack: Degrading Closed-Loop Neural Network Control Systems using State-Time Perturbations. ICCPS (2024)
Stanley Bak, Sergiy Bogomolov, Abdelrahman Hekal, Niklas Kochdumper, Ethan Lew, Andrew Mata, Amir Rahmati
Falsification using Reachability of Surrogate Koopman Models. HSCC (2024)
Pratik Vaishnavi, Kevin Eykholt, Amir Rahmati
A Study of the Effects of Transfer Learning on Adversarial Robustness. Trans. Mach. Learn. Res. 2024 (2024)
Veena Krish, Nicola Paoletti, Milad Kazemi, Scott A. Smolka, Amir Rahmati
Biosignal Authentication Considered Harmful Today. USENIX Security Symposium (2024)
Yoonsang Kim, Sanket Goutam, Amir Rahmati, Arie E. Kaufman
Erebus: Access Control for Augmented Reality Systems. USENIX Security Symposium (2023)
Veena Krish, Nicola Paoletti, Scott A. Smolka, Amir Rahmati
Synthesizing Pareto-Optimal Signal-Injection Attacks on ICDs. IEEE Access 11 (2023)
Xigao Li, Babak Amin Azad, Amir Rahmati, Nick Nikiforakis
Scan Me If You Can: Understanding and Detecting Unwanted Vulnerability Scanning. WWW (2023)
Pratik Vaishnavi, Kevin Eykholt, Amir Rahmati
Transferring Adversarial Robustness Through Robust Representation Matching. CoRR (2022)
Farhan Ahmed, Pratik Vaishnavi, Kevin Eykholt, Amir Rahmati
Ares: A System-Oriented Wargame Framework for Adversarial ML. SP Workshops (2022)
Pratik Vaishnavi, Kevin Eykholt, Amir Rahmati
Accelerating Certified Robustness Training via Knowledge Transfer. NeurIPS (2022)
Farhan Ahmed, Pratik Vaishnavi, Kevin Eykholt, Amir Rahmati
Ares: A System-Oriented Wargame Framework for Adversarial ML. CoRR (2022)
Pratik Vaishnavi, Kevin Eykholt, Amir Rahmati
Accelerating Certified Robustness Training via Knowledge Transfer. CoRR (2022)
Pratik Vaishnavi, Kevin Eykholt, Amir Rahmati
Transferring Adversarial Robustness Through Robust Representation Matching. USENIX Security Symposium (2022)
Xigao Li, Babak Amin Azad, Amir Rahmati, Nick Nikiforakis
Good Bot, Bad Bot: Characterizing Automated Browsing Activity. IEEE Symposium on Security and Privacy (2021)
Pubali Datta, Prabuddha Kumar, Tristan Morris, Michael Grace, Amir Rahmati, Adam Bates
Valve: Securing Function Workflows on Serverless Computing Platforms. WWW (2020)
Vasudevan Nagendra, Arani Bhattacharya, Vinod Yegneswaran, Amir Rahmati, Samir Ranjan Das
An Intent-Based Automation Framework for Securing Dynamic Consumer IoT Infrastructures. WWW (2020)
Jk Jensen, Jinhan Hu, Amir Rahmati, Robert LiKamWa
Protecting Visual Information in Augmented Reality from Malicious Application Developers. WearSys@MobiSys (2019)
Pratik Vaishnavi, Tianji Cong, Kevin Eykholt, Atul Prakash, Amir Rahmati
Can Attention Masks Improve Adversarial Robustness? CoRR (2019)
Pratik Vaishnavi, Kevin Eykholt, Atul Prakash, Amir Rahmati
Transferable Adversarial Robustness using Adversarially Trained Autoencoders. CoRR (2019)
Mohammad Reza Daneshvaramoli, Mohammad Sina Kiarostami, Saleh Khalaj Monfared, Helia Karisani, Hamed Khashehchi, Dara Rahmati, Saeid Gorgin, Amir Rahmati
Decentralized Cooperative Communication-less Multi-Agent Task Assignment with Monte-Carlo Tree Search. CoRR (2019)
Vasudevan Nagendra, Arani Bhattacharya, Vinod Yegneswaran, Amir Rahmati, Samir R. Das
VISCR: Intuitive & Conflict-free Automation for Securing the Dynamic Consumer IoT Infrastructures. CoRR (2019)
Earlence Fernandes, Amir Rahmati, Nick Feamster
New Problems and Solutions in IoT Security and Privacy. CoRR (2019)
Earlence Fernandes, Amir Rahmati, Jaeyeon Jung, Atul Prakash
Decentralized Action Integrity for Trigger-Action IoT Platforms. NDSS (2018)
Amir Rahmati, Earlence Fernandes, Kevin Eykholt, Atul Prakash
Tyche: Risk-Based Permissions for Smart Home Platforms. CoRR (2018)
Dave (Jing) Tian, Grant Hernandez, Joseph I. Choi, Vanessa Frost, Christie Ruales, Patrick Traynor, Hayawardh Vijayakumar, Lee Harrison, Amir Rahmati, Michael Grace, Kevin R. B. Butler
ATtention Spanned: Comprehensive Vulnerability Analysis of AT Commands Within the Android Ecosystem. USENIX Security Symposium (2018)
Kevin Eykholt, Ivan Evtimov, Earlence Fernandes, Bo Li, Amir Rahmati, Florian Tramèr, Atul Prakash, Tadayoshi Kohno, Dawn Song
Physical Adversarial Examples for Object Detectors. CoRR (2018)
Amir Rahmati, Earlence Fernandes, Kevin Eykholt, Atul Prakash
Tyche: A Risk-Based Permission Model for Smart Homes. SecDev (2018)
Dawn Song, Kevin Eykholt, Ivan Evtimov, Earlence Fernandes, Bo Li, Amir Rahmati, Florian Tramèr, Atul Prakash, Tadayoshi Kohno
Physical Adversarial Examples for Object Detectors. WOOT @ USENIX Security Symposium (2018)
Kevin Eykholt, Ivan Evtimov, Earlence Fernandes, Bo Li, Amir Rahmati, Chaowei Xiao, Atul Prakash, Tadayoshi Kohno, Dawn Song
Robust Physical-World Attacks on Deep Learning Visual Classification. CVPR (2018)
Amir Rahmati, Earlence Fernandes, Jaeyeon Jung, Atul Prakash
IFTTT vs. Zapier: A Comparative Study of Trigger-Action Programming Frameworks. CoRR (2017)
Ivan Evtimov, Kevin Eykholt, Earlence Fernandes, Tadayoshi Kohno, Bo Li, Atul Prakash, Amir Rahmati, Dawn Song
Robust Physical-World Attacks on Machine Learning Models. CoRR (2017)
Earlence Fernandes, Amir Rahmati, Kevin Eykholt, Atul Prakash
Internet of Things Security Research: A Rehash of Old Ideas or New Intellectual Challenges? CoRR (2017)
Earlence Fernandes, Amir Rahmati, Jaeyeon Jung, Atul Prakash
Security Implications of Permission Models in Smart-Home Application Frameworks. IEEE Secur. Priv. 15 (2) (2017)
Kevin Eykholt, Ivan Evtimov, Earlence Fernandes, Bo Li, Dawn Song, Tadayoshi Kohno, Amir Rahmati, Atul Prakash, Florian Tramèr
Note on Attacking Object Detectors with Adversarial Stickers. CoRR (2017)
Amir Rahmati, Earlence Fernandes, Kevin Eykholt, Xinheng Chen, Atul Prakash
Heimdall: A Privacy-Respecting Implicit Preference Collection Framework. MobiSys (2017)
Earlence Fernandes, Amir Rahmati, Jaeyeon Jung, Atul Prakash
Decoupled-IFTTT: Constraining Privilege in Trigger-Action Platforms for the Internet of Things. CoRR (2017)
Earlence Fernandes, Amir Rahmati, Kevin Eykholt, Atul Prakash
Internet of Things Security Research: A Rehash of Old Ideas or New Intellectual Challenges? IEEE Secur. Priv. 15 (4) (2017)
Yunhan Jack Jia, Qi Alfred Chen, Shiqi Wang, Amir Rahmati, Earlence Fernandes, Zhuoqing Morley Mao, Atul Prakash
ContexloT: Towards Providing Contextual Integrity to Appified IoT Platforms. NDSS (2017)
Earlence Fernandes, Justin Paupore, Amir Rahmati, Daniel Simionato, Mauro Conti, Atul Prakash
FlowFence: Practical Data Protection for Emerging IoT Application Frameworks. USENIX Security Symposium (2016)
Amir Rahmati, Earlence Fernandes, Atul Prakash
Applying the Opacified Computation Model to Enforce Information Flow Policies in IoT Applications. SecDev (2016)
Josiah D. Hester, Nicole Tobias, Amir Rahmati, Lanny Sitanayah, Daniel E. Holcomb, Kevin Fu, Wayne P. Burleson, Jacob Sorber
Persistent Clocks for Batteryless Sensing Devices. ACM Trans. Embed. Comput. Syst. 15 (4) (2016)
Han Zhang, Kasra Edalat Nejad, Amir Rahmati, Harsha V. Madhyastha
Towards Comprehensive Repositories of Opinions. HotNets (2016)
Amir Rahmati, Matthew Hicks, Daniel E. Holcomb, Kevin Fu
Probable cause: the deanonymizing effects of approximate DRAM. ISCA (2015)
Xiaolin Xu, Amir Rahmati, Daniel E. Holcomb, Kevin Fu, Wayne P. Burleson
Reliable Physical Unclonable Functions Using Data Retention Voltage of SRAM Cells. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34 (6) (2015)
Amir Rahmati, Harsha V. Madhyastha
Context-Specific Access Control: Conforming Permissions With User Expectations. SPSM@CCS (2015)
Shane S. Clark, Benjamin Ransford, Amir Rahmati, Shane Guineau, Jacob Sorber, Wenyuan Xu, Kevin Fu
WattsUpDoc: Power Side Channels to Nonintrusively Discover Untargeted Malware on Embedded Medical Devices. HealthTech (2013)
Amir Rahmati, Mastooreh Salajegheh, Daniel E. Holcomb, Jacob Sorber, Wayne P. Burleson, Kevin Fu
TARDIS: Time and Remanence Decay in SRAM to Implement Secure Protocols on Embedded Devices without Clocks. USENIX Security Symposium (2012)
Daniel E. Holcomb, Amir Rahmati, Mastooreh Salajegheh, Wayne P. Burleson, Kevin Fu
DRV-Fingerprinting: Using Data Retention Voltage of SRAM Cells for Chip Identification. RFIDSec (2012)