Stanford CS230 | Autumn 2025 | Lecture 4: Adversarial Robustness and Generative Models

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[QA] Trading inference-time compute for adversarial robustness.

1 year ago - 7:38

Robust Regression

Statistics and Data Science

Robust Regression

Application Exercise + Fit a robust regression model to the gala data from the faraway package, predicting Species using Area,

5 years ago - 10:48

Robustness leads close to the edge of chaos in coupled map networks: toward the under... | RTCL.TV

STEM RTCL TV

Robustness leads close to the edge of chaos in coupled map networks: toward the under... | RTCL.TV

2 years ago - 0:41

ASE'22 Toward Improving the Robustness of Deep Learning Models via Model Transformation

Jiajun Jiang

ASE'22 Toward Improving the Robustness of Deep Learning Models via Model Transformation

3 years ago - 14:40

ML Model Risk Management:Explainability/Robustness in Production – Agus Sudjianto, EVP, Wells Fargo

BuzzRobot

ML Model Risk Management:Explainability/Robustness in Production – Agus Sudjianto, EVP, Wells Fargo

5 years ago - 1:04:00

Enhancing Visual Robustness with Synthetic Data Techniques! 🚀📊

Serverwala Cloud Data Centers Pvt Ltd

Enhancing Visual Robustness with Synthetic Data Techniques! 🚀📊

9 months ago - 0:36

Adaptive Computing Class 09 - Fragility, Robustness & Antifragility - Prof. Carlos Gershenson

Centro de Ciencias de la Complejidad

Adaptive Computing Class 09 - Fragility, Robustness & Antifragility - Prof. Carlos Gershenson

Streamed 3 years ago - 1:17:15

Madeline Chantry Schiappa - A Study On Robustness And Semantic Understanding Of Visual Models

UCF CRCV

Madeline Chantry Schiappa - A Study On Robustness And Semantic Understanding Of Visual Models

2 years ago - 38:46

Session 1C: Hardened Extension of the Adversarial Robustness Toolbox: Evaluating & Hardening AI...

IDA

Session 1C: Hardened Extension of the Adversarial Robustness Toolbox: Evaluating & Hardening AI...

9 months ago - 30:10

On the Robustness of Dataset Inference, TMLR 2023

Secure Systems

On the Robustness of Dataset Inference, TMLR 2023

2 years ago - 10:22

Boosting Model Robustness by Leveraging Data Augmentations, Stability Training,... | Soon Hoe Lim

AMLD Intelligence Summit

Boosting Model Robustness by Leveraging Data Augmentations, Stability Training,... | Soon Hoe Lim

3 years ago - 7:01

Robust Physical-World Attacks on Machine Learning Models - Bo Li

GeekPwn Keen

Robust Physical-World Attacks on Machine Learning Models - Bo Li

8 years ago - 20:52

[AROW @ ECCV20] Judy Hoffman - Achieving and Understanding Adversarial Robustness

Adam Kortylewski

[AROW @ ECCV20] Judy Hoffman - Achieving and Understanding Adversarial Robustness

5 years ago - 27:42

Reinforcement Learning meets Federated Learning and Distributional Robustness

Seminar Series: Women in Data Science and Maths

Reinforcement Learning meets Federated Learning and Distributional Robustness

2 years ago - 53:30

On Robustness and Reliability of Benchmark-Based Evaluation of LLMs

AI Papers Podcast Daily

On Robustness and Reliability of Benchmark-Based Evaluation of LLMs

5 months ago - 17:03

Irina Wang - Fast Online Distributionally Robust Optimization via Data Compression

Robust Optimization Webinar

Irina Wang - Fast Online Distributionally Robust Optimization via Data Compression

19 hours ago - 25:19

AI model security and robustness -Talk Proposal

Rajib Biswas

AI model security and robustness -Talk Proposal

5 years ago - 5:08

1Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers

Simons Institute for the Theory of Computing

1Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers

6 years ago - 46:39

Automated Testing of Bias, Fairness, and Robustness of Generative AI Solutions

John Snow Labs – Healthcare AI Company

Automated Testing of Bias, Fairness, and Robustness of Generative AI Solutions

1 year ago - 16:25

Structural model robustness checks in PLS-SEM

Health topic

Structural model robustness checks in PLS-SEM

5 months ago - 40:26

Tom Radcliffe  - Robust Algorithms for Machine Learning

PyData

Tom Radcliffe - Robust Algorithms for Machine Learning

8 years ago - 53:08

[EfficientML] Nils Walter: The Uncanny Valley: Adversarial Robustness from a Flatness Perspective

Embedded AI Lab @TUG

[EfficientML] Nils Walter: The Uncanny Valley: Adversarial Robustness from a Flatness Perspective

1 year ago - 27:02

Cornerstone Analysis Part 2: Scenario analysis & model robustness

SweetZoneProperties

Cornerstone Analysis Part 2: Scenario analysis & model robustness

12 years ago - 4:41

Better modeling of human vision by incorporating robustness to blur in convolutional neural networks

Thinking About Thinking

Better modeling of human vision by incorporating robustness to blur in convolutional neural networks

1 year ago - 6:17

[ACC 2022] Robust Model Predictive Control with Data-Driven Koopman Operators

Mitsubishi Electric Research Laboratories (MERL)

[ACC 2022] Robust Model Predictive Control with Data-Driven Koopman Operators

3 years ago - 4:16

On the Robustness of Deep K-Nearest Neighbors

IEEE Symposium on Security and Privacy

On the Robustness of Deep K-Nearest Neighbors

6 years ago - 16:17