adversarial examples

DataFunTalk

May 28, 2022 · Artificial Intelligence

Adversarial Examples for Captcha: Techniques, Applications, and Future Directions

This article presents a comprehensive overview of adversarial example research applied to captcha systems, covering the definition and history of adversarial attacks, geometric‑aware generation frameworks, FGSM‑based attack variants, experimental results, trade‑offs between image quality and attack strength, and future work such as AdvGAN integration.

AI SafetyFGSMGAN

0 likes · 14 min read

Adversarial Examples for Captcha: Techniques, Applications, and Future Directions

Tencent Tech

May 13, 2021 · Artificial Intelligence

Seeing Inside the Black Box: Visualizing Neural Network Training and Adversarial Threats

This article explains how neural networks work, walks through the step‑by‑step training process of a convolutional model, showcases vivid visualizations of each layer, and demonstrates how tiny adversarial perturbations can dramatically alter predictions, highlighting the importance of AI security.

AI securityCNN visualizationNeural Networks

0 likes · 6 min read

Seeing Inside the Black Box: Visualizing Neural Network Training and Adversarial Threats

JD Tech

Aug 20, 2018 · Artificial Intelligence

Understanding AI Black‑Box Risks and Security: From Adversarial Samples to JD's Explainable AI Solution

The article explains how the black‑box nature of deep learning creates security risks such as adversarial attacks, describes real‑world examples in autonomous driving and medical imaging, and showcases JD Security's explainable AI system that demystifies model decisions to improve AI safety and industry adoption.

AI securityJD Securityadversarial examples

0 likes · 11 min read

Understanding AI Black‑Box Risks and Security: From Adversarial Samples to JD's Explainable AI Solution