Ryan Feng

Orcid: 0000-0002-4767-274X

According to our database1, Ryan Feng authored at least 18 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
D4: Detection of Adversarial Diffusion Deepfakes Using Disjoint Ensembles.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Achieving the Safety and Security of the End-to-End AV Pipeline.
Proceedings of the 2024 on Cyber Security in CarS Workshop, 2024

2023
Theoretically Principled Trade-off for Stateful Defenses against Query-Based Black-Box Attacks.
CoRR, 2023

Investigating Stateful Defenses Against Black-Box Adversarial Examples.
CoRR, 2023

Concept-based Explanations for Out-of-Distribution Detectors.
Proceedings of the International Conference on Machine Learning, 2023

Stateful Defenses for Machine Learning Models Are Not Yet Secure Against Black-box Attacks.
Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

2022
Constraining the Attack Space of Machine Learning Models with Distribution Clamping Preprocessing.
CoRR, 2022

Towards Adversarially Robust Deepfake Detection: An Ensemble Approach.
CoRR, 2022

GRAPHITE: Generating Automatic Physical Examples for Machine-Learning Attacks on Computer Vision Systems.
Proceedings of the 7th IEEE European Symposium on Security and Privacy, 2022

2021
Using Anomaly Feature Vectors for Detecting, Classifying and Warning of Outlier Adversarial Examples.
CoRR, 2021

Smart Black Box 2.0: Efficient High-Bandwidth Driving Data Collection Based on Video Anomalies.
Algorithms, 2021

2020
Essential Features: Reducing the Attack Surface of Adversarial Perturbations with Robust Content-Aware Image Preprocessing.
CoRR, 2020

Query-Efficient Physical Hard-Label Attacks on Deep Learning Visual Classification.
CoRR, 2020

2019
Robot-Assisted Feeding: Generalizing Skewering Strategies across Food Items on a Realistic Plate.
CoRR, 2019

Robot-Assisted Feeding: Generalizing Skewering Strategies Across Food Items on a Plate.
Proceedings of the Robotics Research, 2019

Leveraging Image Processing Techniques to Thwart Adversarial Attacks in Image Classification.
Proceedings of the IEEE International Symposium on Multimedia, 2019

2018
ISIFT: extracting incremental results from SIFT.
Proceedings of the 9th ACM Multimedia Systems Conference, 2018

2016
Understanding the Impact of Compression on Feature Detection and Matching in Computer Vision.
Proceedings of the IEEE International Symposium on Multimedia, 2016


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