2025-04-28-spd

assets/bibliography/2025-04-28-spd.bib

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+@misc{ho2020denoisingdiffusionprobabilisticmodels,
+      title={Denoising Diffusion Probabilistic Models}, 
+      author={Jonathan Ho and Ajay Jain and Pieter Abbeel},
+      year={2020},
+      eprint={2006.11239},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/2006.11239}, 
+}
+
+@misc{rombach2022highresolutionimagesynthesislatent,
+      title={High-Resolution Image Synthesis with Latent Diffusion Models}, 
+      author={Robin Rombach and Andreas Blattmann and Dominik Lorenz and Patrick Esser and Björn Ommer},
+      year={2022},
+      eprint={2112.10752},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2112.10752}, 
+}
+
+@misc{kingma2022autoencodingvariationalbayes,
+      title={Auto-Encoding Variational Bayes}, 
+      author={Diederik P Kingma and Max Welling},
+      year={2022},
+      eprint={1312.6114},
+      archivePrefix={arXiv},
+      primaryClass={stat.ML},
+      url={https://arxiv.org/abs/1312.6114}, 
+}
+
+@misc{goodfellow2015explainingharnessingadversarialexamples,
+      title={Explaining and Harnessing Adversarial Examples}, 
+      author={Ian J. Goodfellow and Jonathon Shlens and Christian Szegedy},
+      year={2015},
+      eprint={1412.6572},
+      archivePrefix={arXiv},
+      primaryClass={stat.ML},
+      url={https://arxiv.org/abs/1412.6572}, 
+}
+
+@misc{madry2019deeplearningmodelsresistant,
+      title={Towards Deep Learning Models Resistant to Adversarial Attacks}, 
+      author={Aleksander Madry and Aleksandar Makelov and Ludwig Schmidt and Dimitris Tsipras and Adrian Vladu},
+      year={2019},
+      eprint={1706.06083},
+      archivePrefix={arXiv},
+      primaryClass={stat.ML},
+      url={https://arxiv.org/abs/1706.06083}, 
+}
+
+@misc{moosavidezfooli2017universaladversarialperturbations,
+      title={Universal adversarial perturbations}, 
+      author={Seyed-Mohsen Moosavi-Dezfooli and Alhussein Fawzi and Omar Fawzi and Pascal Frossard},
+      year={2017},
+      eprint={1610.08401},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/1610.08401}, 
+}
+
+@misc{salman2023raisingcostmaliciousaipowered,
+      title={Raising the Cost of Malicious AI-Powered Image Editing}, 
+      author={Hadi Salman and Alaa Khaddaj and Guillaume Leclerc and Andrew Ilyas and Aleksander Madry},
+      year={2023},
+      eprint={2302.06588},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/2302.06588}, 
+}
+
+@misc{liang2023adversarialexampledoesgood,
+      title={Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples}, 
+      author={Chumeng Liang and Xiaoyu Wu and Yang Hua and Jiaru Zhang and Yiming Xue and Tao Song and Zhengui Xue and Ruhui Ma and Haibing Guan},
+      year={2023},
+      eprint={2302.04578},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2302.04578}, 
+}
+
+@misc{xue2024effectiveprotectiondiffusionbased,
+      title={Toward effective protection against diffusion based mimicry through score distillation}, 
+      author={Haotian Xue and Chumeng Liang and Xiaoyu Wu and Yongxin Chen},
+      year={2024},
+      eprint={2311.12832},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2311.12832}, 
+}
+
+@misc{poole2022dreamfusiontextto3dusing2d,
+      title={DreamFusion: Text-to-3D using 2D Diffusion}, 
+      author={Ben Poole and Ajay Jain and Jonathan T. Barron and Ben Mildenhall},
+      year={2022},
+      eprint={2209.14988},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2209.14988}, 
+}
+
+@misc{oord2018neuraldiscreterepresentationlearning,
+      title={Neural Discrete Representation Learning}, 
+      author={Aaron van den Oord and Oriol Vinyals and Koray Kavukcuoglu},
+      year={2018},
+      eprint={1711.00937},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/1711.00937}, 
+}
+
+@misc{guo2024greyboxattacklatentdiffusion,
+      title={A Grey-box Attack against Latent Diffusion Model-based Image Editing by Posterior Collapse}, 
+      author={Zhongliang Guo and Lei Fang and Jingyu Lin and Yifei Qian and Shuai Zhao and Zeyu Wang and Junhao Dong and Cunjian Chen and Ognjen Arandjelović and Chun Pong Lau},
+      year={2024},
+      eprint={2408.10901},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2408.10901}, 
+}
+
+@misc{kingma2014adam,
+    title={Adam: A Method for Stochastic Optimization},
+    author={Diederik P. Kingma and Jimmy Ba},
+    year={2014},
+    eprint={1412.6980},
+    archivePrefix={arXiv},
+    primaryClass={cs.LG}
+}