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Neal Mangaokar
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 13
Top Topics
Computer Vision Systems
Text Classification
Countermeasures
Machine Learning Models
Top Venues
CoRR
EuroS&P
USENIX Security Symposium
CCS
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Publications
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Ryan Feng
,
Ashish Hooda
,
Neal Mangaokar
,
Kassem Fawaz
,
Somesh Jha
,
Atul Prakash
Stateful Defenses for Machine Learning Models Are Not Yet Secure Against Black-box Attacks.
CCS
(2023)
Ryan Feng
,
Ashish Hooda
,
Neal Mangaokar
,
Kassem Fawaz
,
Somesh Jha
,
Atul Prakash
Investigating Stateful Defenses Against Black-Box Adversarial Examples.
CoRR
(2023)
Ashish Hooda
,
Neal Mangaokar
,
Ryan Feng
,
Kassem Fawaz
,
Somesh Jha
,
Atul Prakash
Theoretically Principled Trade-off for Stateful Defenses against Query-Based Black-Box Attacks.
CoRR
(2023)
Ashish Hooda
,
Neal Mangaokar
,
Ryan Feng
,
Kassem Fawaz
,
Somesh Jha
,
Atul Prakash
Towards Adversarially Robust Deepfake Detection: An Ensemble Approach.
CoRR
(2022)
Ryan Feng
,
Neal Mangaokar
,
Jiefeng Chen
,
Earlence Fernandes
,
Somesh Jha
,
Atul Prakash
GRAPHITE: Generating Automatic Physical Examples for Machine-Learning Attacks on Computer Vision Systems.
EuroS&P
(2022)
Neal Mangaokar
,
Atul Prakash
Dispelling Misconceptions and Characterizing the Failings of Deepfake Detection.
IEEE Secur. Priv.
20 (2) (2022)
Ahmadreza Azizi
,
Ibrahim Asadullah Tahmid
,
Asim Waheed
,
Neal Mangaokar
,
Jiameng Pu
,
Mobin Javed
,
Chandan K. Reddy
,
Bimal Viswanath
T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text Classification.
CoRR
(2021)
Jiameng Pu
,
Neal Mangaokar
,
Lauren Kelly
,
Parantapa Bhattacharya
,
Kavya Sundaram
,
Mobin Javed
,
Bolun Wang
,
Bimal Viswanath
Deepfake Videos in the Wild: Analysis and Detection.
WWW
(2021)
Jiameng Pu
,
Neal Mangaokar
,
Lauren Kelly
,
Parantapa Bhattacharya
,
Kavya Sundaram
,
Mobin Javed
,
Bolun Wang
,
Bimal Viswanath
Deepfake Videos in the Wild: Analysis and Detection.
CoRR
(2021)
Ahmadreza Azizi
,
Ibrahim Asadullah Tahmid
,
Asim Waheed
,
Neal Mangaokar
,
Jiameng Pu
,
Mobin Javed
,
Chandan K. Reddy
,
Bimal Viswanath
T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text Classification.
USENIX Security Symposium
(2021)
Neal Mangaokar
,
Jiameng Pu
,
Parantapa Bhattacharya
,
Chandan K. Reddy
,
Bimal Viswanath
Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models.
CoRR
(2021)
Neal Mangaokar
,
Jiameng Pu
,
Parantapa Bhattacharya
,
Chandan K. Reddy
,
Bimal Viswanath
Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models.
EuroS&P
(2020)
Jiameng Pu
,
Neal Mangaokar
,
Bolun Wang
,
Chandan K. Reddy
,
Bimal Viswanath
NoiseScope: Detecting Deepfake Images in a Blind Setting.
ACSAC
(2020)