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Bibliographic Details
Main Authors:	Zhao, Mengke, Li, Guang-Xing, Xu, Duo, Qiu, Keping
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Computer Vision and Pattern Recognition Computational Physics
Online Access:	https://arxiv.org/abs/2605.00510
Tags:	Add Tag No Tags, Be the first to tag this record!

OODRobustBench: a Benchmark and Large-Scale Analysis of Adversarial Robustness under Distribution Shift
by: Li, Lin, et al.
Published: (2023)

A Sampling-Based Domain Generalization Study with Diffusion Generative Models
by: Zhu, Ye, et al.
Published: (2023)

Generative Dataset Distillation Based on Diffusion Model
by: Su, Duo, et al.
Published: (2024)

Adversarial Robustness of AI-Generated Image Detectors in the Real World
by: Mavali, Sina, et al.
Published: (2024)

Localizing Anomalies via Multiscale Score Matching Analysis
by: Mahmood, Ahsan, et al.
Published: (2024)

Transitive Vision-Language Prompt Learning for Domain Generalization
by: Wang, Liyuan, et al.
Published: (2024)

Enhancing Adversarial Robustness via Uncertainty-Aware Distributional Adversarial Training
by: Dong, Junhao, et al.
Published: (2024)

RAID: A Dataset for Testing the Adversarial Robustness of AI-Generated Image Detectors
by: Eddoubi, Hicham, et al.
Published: (2025)

MSDS: Deep Structural Similarity with Multiscale Representation
by: Kang, Danling, et al.
Published: (2026)

Scaling Laws for Black box Adversarial Attacks
by: Liu, Chuan, et al.
Published: (2024)

Semantic-Aware Adversarial Training for Reliable Deep Hashing Retrieval
by: Yuan, Xu, et al.
Published: (2023)

Learning from Imperfect Text Guidance: Robust Long-Tail Visual Recognition with High-Noise Label
by: Li, Mengke, et al.
Published: (2026)

Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization
by: Zhang, Yechao, et al.
Published: (2025)

MGVQ: Synergizing Multi-dimensional Sensitivity-Aware and Gradient-Hessian Fusion for Vector Quantization
by: Wang, Zhong, et al.
Published: (2026)

Nested Annealed Training Scheme for Generative Adversarial Networks
by: Wan, Chang, et al.
Published: (2025)

Fingerprinting Image-to-Image Generative Adversarial Networks
by: Li, Guanlin, et al.
Published: (2021)

Dynamic Adversarial Attacks on Autonomous Driving Systems
by: Chahe, Amirhosein, et al.
Published: (2023)

AIM: Additional Image Guided Generation of Transferable Adversarial Attacks
by: Li, Teng, et al.
Published: (2025)

Generative Adversarial Networks Bridging Art and Machine Intelligence
by: Song, Junhao, et al.
Published: (2025)

MEAT: Median-Ensemble Adversarial Training for Improving Robustness and Generalization
by: Hu, Zhaozhe, et al.
Published: (2024)

Disentangling Mean Embeddings for Better Diagnostics of Image Generators
by: Gruber, Sebastian G., et al.
Published: (2024)

Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization
by: Zhang, Zuyu, et al.
Published: (2025)

HySurvPred: Multimodal Hyperbolic Embedding with Angle-Aware Hierarchical Contrastive Learning and Uncertainty Constraints for Survival Prediction
by: Yang, Jiaqi, et al.
Published: (2025)

Generative AI for Urban Planning: Synthesizing Satellite Imagery via Diffusion Models
by: Wang, Qingyi, et al.
Published: (2025)

Turning Waste into Wealth: Leveraging Low-Quality Samples for Enhancing Continuous Conditional Generative Adversarial Networks
by: Ding, Xin, et al.
Published: (2023)

Evaluating the Adversarial Robustness of Detection Transformers
by: Nazeri, Amirhossein, et al.
Published: (2024)

Certainty-Validity: A Diagnostic Framework for Discrete Commitment Systems
by: Anderson, Datorien L.
Published: (2026)

Improving Generative Adversarial Networks with Self-Distillation
by: Nowinowski, Antoni, et al.
Published: (2026)

DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain
by: Li, Fengpeng, et al.
Published: (2024)

Importance-Aware Adaptive Dataset Distillation
by: Li, Guang, et al.
Published: (2024)

Boosting Imperceptibility of Stable Diffusion-based Adversarial Examples Generation with Momentum
by: Haque, Nashrah, et al.
Published: (2024)

Are Objective Explanatory Evaluation metrics Trustworthy? An Adversarial Analysis
by: Chowdhury, Prithwijit, et al.
Published: (2024)

AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation
by: Kim, Hyungmin, et al.
Published: (2022)

Intervention-Aware Multiscale Representation Learning from Imaging Phenomics and Perturbation Transcriptomics
by: Chen, Jiayuan, et al.
Published: (2026)

Learning Images Across Scales Using Adversarial Training
by: Wolski, Krzysztof, et al.
Published: (2024)

Synthetic Melanoma Image Generation and Evaluation Using Generative Adversarial Networks
by: Lin, Pei-Yu, et al.
Published: (2026)

Synthetic Medical Imaging Generation with Generative Adversarial Networks For Plain Radiographs
by: McNulty, John R., et al.
Published: (2024)

Fluid Grey 2: How Well Does Generative Adversarial Network Learn Deeper Topology Structure in Architecture That Matches Images?
by: Qiu, Yayan, et al.
Published: (2025)

AROID: Improving Adversarial Robustness Through Online Instance-Wise Data Augmentation
by: Li, Lin, et al.
Published: (2023)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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