کاهش خطرهای ناشی از محتوای مصنوعی

Zhang, X. et al. “High-Resolution Remote Sensing Image Integrity Authentication Method Considering Both Global and Local Features.” ISPRS International Journal of Geo-Information 9, no. 4 (آوریل ۲۰۲۰ (فروردین ۱۳۹۹ تا اردیبهشت ۱۳۹۹)): 254. https://doi.org/10.3390/ijgi9040254.

Zhao, Y. et al. “Perceptual Image Hashing Based on Color Structure and Intensity Gradient.” IEEE Access 8 (2020): 26041–53. https://doi.org/10.1109/ACCESS.2020.2970757.

Zimmermann, R. et al. “Increasing Confidence in Adversarial Robustness Evaluations.” arXiv, ۲۸ ژوئن ۲۰۲۲ (۷ تیر ۱۴۰۱). https://doi.org/10.48550/arXiv.2206.13991.

Zingarini, G. et al“M3Dsynth: A Dataset of Medical 3D Images with AI-Generated Local Manipulations.” arXiv, ۱۴ سپتامبر ۲۰۲۳ (۲۳ شهریور ۱۴۰۲). https://doi.org/10.48550/arXiv.2309.07973.

• Zobaed, S. et al. “DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning.” In Artificial Intelligence in Cyber Security: Impact and Implications: Security Challenges, Technical and Ethical Issues, Forensic Investigative Challenges, edited by Reza Montasari and Hamid Jahankhani, 177–

201. Advanced Sciences and Technologies for Security Applications. Cham: Springer International Publishing, 2021. https://doi.org/10.1007/978-3-030-88040-8_7.

• پیشگیری از آسیب‌های CSAM و NCII مصنوعی و کاهش آن‌ها

• Balaji, K. et al. “Medical Image Analysis With Deep Neural Networks.” Deep Learning and Parallel Computing Environment for Bioengineering Systems (2019).

• https://www.sciencedirect.com/topics/engineering/image-classification.

Belanger, A. “Toxic Telegram group produced X’s X-rated fake AI Taylor Swift images, report says.” Ars Technica, ژانویه ۲۰۲۴ (دی ۱۴۰۲ تا بهمن ۱۴۰۲). https://arstechnica.com/tech-policy/2024/01/fake-ai-taylor-swift-images-flood-x-amid-calls-to-criminalize-deepfake-porn/.

“DALL·E 3 System Card.” OpenAI, 2023. https://cdn.openai.com/papers/DALL_E_3_System_Card.pdf.

• Davis, J. et al. “The Relationship Between Precision-Recall and ROC Curves.” Proceedings of the 23rd International Conference on Machine Learning (2006). https://www.biostat.wisc.edu/~page/rocpr.pdf.

“Detailed Class Descriptions – Text Moderation.” Hive, n.d. https://docs.thehive.ai/docs/detailed-classdescriptions-text-moderation.

Edelman, B. et al. “Watermarking in the sand.” Kempner Institute, Harvard University, نوامبر ۲۰۲۳ (آبان ۱۴۰۲ تا آذر ۱۴۰۲). https://www.harvard.edu/kempner-institute/2023/11/09/watermarking-in-the-sand/.

Epstein, R. et al. “Girlhood Interrupted: The Erasure of Black Girls’ Childhood.” Georgetown Center on Poverty and Inequality, ژوئیه ۲۰۱۷ (تیر ۱۳۹۶ تا مرداد ۱۳۹۶). https://genderjusticeandopportunity.georgetown.edu/wpcontent/uploads/2020/06/girlhood-interrupted.pdf.

«فرمان اجرایی دربارهٔ توسعه و کاربرد ایمن، امن و قابل‌اعتماد هوش مصنوعی» (Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence). کاخ سفید، اکتبر ۲۰۲۳ (مهر ۱۴۰۲ تا آبان ۱۴۰۲). https://www.whitehouse.gov/briefing-room/presidentialactions/2023/10/30/executive-order-on-the-safe-secure-and-trustworthy-development-and-use-ofartificial-intelligence/.

"FBI and Partners Issue National Public Safety Alert on Sextortion Schemes." U.S. Attorney's Office, Southern District of Indiana, ژانویه ۲۰۲۳ (دی ۱۴۰۱ تا بهمن ۱۴۰۱). https://www.justice.gov/usao-sdin/pr/fbi-and-partners29 issue-national-public-safety-alert-sextortion-schemes.

"Gendered Disinformation: Tactics, Themes, and Trends by Foreign Malign Actors." Global Engagement Center, U.S. Department of State, مارس ۲۰۲۳ (اسفند ۱۴۰۱ تا فروردین ۱۴۰۲). https://www.state.gov/gendered-disinformation-tactics32 themes-and-trends-by-foreign-malign-actors/.

Gorro, K. et al. “An Experimental Approach for Hybrid Content-based Web Page Detection” Proceedings of the 2022 10th International Conference on Information Technology: IoT and Smart City (دسامبر ۲۰۲۲ (آذر ۱۴۰۱ تا دی ۱۴۰۱)): 54–59. https://doi.org/10.1145/3582197.3582206.

“How Hashing and Matching Can Help Prevent Revictimization.” Thorn, اوت ۲۰۲۳ (مرداد ۱۴۰۲ تا شهریور ۱۴۰۲). https://www.thorn.org/blog/hashing-detect-child-sex-abuse-imagery/.

Khrystyna. “Guide to Licensing your Photos online properly.” Fair Licensing, مارس ۲۰۲۳ (اسفند ۱۴۰۱ تا فروردین ۱۴۰۲). https://www.fairlicensing.com/en/blog/guide_to_licensing_your_photos_online_properly.

• Lakatos, S. “A Revealing Picture: AI-Generated ‘Undressing’ Images Move from Niche Pornography Discussion Forums to a Scaled and Monetized Online Business.” Graphika, دسامبر ۲۰۲۳ (آذر ۱۴۰۲ تا دی ۱۴۰۲). https://public-assets.graphika.com/reports/graphika-report-a-revealing-picture.pdf.

• Lanxon, N. “Why Are Deepfakes Everywhere? Can They Be Stopped?” Bloomberg, فوریه ۲۰۲۴ (بهمن ۱۴۰۲ تا اسفند ۱۴۰۲). https://www.bloomberg.com/news/articles/2024-02-09/fighting-deepfakes-whats-being-done-biden- robocalls-to-taylor-swift-ai-images.

• Li, G. et al. “Warfare: Breaking the Watermark Protection of AI-Generated Content.” arXiv, دسامبر ۲۰۲۳ (آذر ۱۴۰۲ تا دی ۱۴۰۲). https://arxiv.org/pdf/2310.07726.pdf.

• «تعدیل سوگیری در هوش مصنوعی: دفترچهٔ راهنمای رهبری آشنا با مفاهیم عدالت» (Mitigating Bias in Artificial Intelligence: An Equity Fluent Leadership Playbook). The Center for Equity,

• Gender and Leadership at the Haas School of Business, University of California, Berkeley, ژوئیه ۲۰۲۰ (تیر ۱۳۹۹ تا مرداد ۱۳۹۹). https://haas.berkeley.edu/wp-content/uploads/UCB_Playbook_R10_V2_spreads2.pdf.

“Moderation.” Platform.openai.com, n.d. https://platform.openai.com/docs/models/moderation.

Nichol, Al. et al. “GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.” Proceedings of the 39th International Conference on Machine Learning (2022). https://proceedings.mlr.press/v162/nichol22a/nichol22a.pdf.

«مجوزهای باز» (Open Licenses). Resources.data.gov، بدون تاریخ. https://resources.data.gov/open-licenses/.

Qu, Y. et al. “Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-ToImage Models.” ACM Conference on Computer and Communications Security (نوامبر ۲۰۲۳ (آبان ۱۴۰۲ تا آذر ۱۴۰۲)). https://arxiv.org/pdf/2305.13873.pdf.

Rando, J. “Red-Teaming the Stable Diffusion Safety Filter.” ML Safety Workshop, 36th Conference on Neural Information Processing Systems (2022). https://arxiv.org/pdf/2210.04610v5.pdf.

• Friedler, S. et al. “AI Red-Teaming Is Not a One-Stop Solution to AI Harms: Recommendations for Using Red-Teaming for AI Accountability.” Data & Society, اکتبر ۲۰۲۳ (مهر ۱۴۰۲ تا آبان ۱۴۰۲). https://datasociety.net/wp- content/uploads/2023/10/Recommendations-for-Using-Red-Teaming-for-AI-AccountabilityPolicyBrief.pdf/.

Tabone, A. et al. «Pornographic content classification using deep-learning.» DocEng (۲۰۲۱). https://dl.acm.org/doi/pdf/10.1145/3469096.3469867.

Thiel, D. «Investigation Finds AI Image Generation Models Trained on Child Abuse.» Stanford Cyber Policy Center، دسامبر ۲۰۲۳ (آذر ۱۴۰۲ تا دی ۱۴۰۲). https://cyber.fsi.stanford.edu/news/investigation-finds-ai-imagegeneration-models-trained-child-abuse.

Thiel, D. et al. «Cross-Platform Dynamics of Self-Generated CSAM.» Stanford Cyber Policy Center، ژوئیه ۲۰۲۳ (تیر ۱۴۰۲ تا مرداد ۱۴۰۲). https://stacks.stanford.edu/file/druid:jd797tp7663/20230606-sio-sg-csam-report.pdf.

• Upadhyay, D. et al. «Investigating the Avalanche Effect of Various Cryptographically Secure Hash Functions and Hash-Based Applications.» IEEE Access، جلد ۱۰ (۲۰۲۲): 112472-112486. https://ieeexplore.ieee.org/document/9923931.

• Vincent, James. «Anyone can use this AI art generator – that's the risk.» The Verge، سپتامبر ۲۰۲۲ (شهریور ۱۴۰۱ تا مهر ۱۴۰۱). https://www.theverge.com/2022/9/15/23340673/ai-image-generation-stable-diffusion-explained- ethics-copyright-data.

• «Visual Moderation.» Hive، بدون تاریخ. https://docs.thehive.ai/docs/visual-content-moderation/.

• «What is Azure AI Content Safety?» Microsoft، دسامبر ۲۰۲۳ (آذر ۱۴۰۲ تا دی ۱۴۰۲). https://learn.microsoft.com/en-

• us/azure/ai-services/content-safety/overview.

• کاربرد مفاهیم بر چرخه حیات چارچوب مدیریت ریسک هوش مصنوعی (AI Risk Management Framework, AI RMF)

• «AI Risk Management Framework (AI RMF).» NIST، سند، ژانویه ۲۰۲۳ (دی ۱۴۰۱ تا بهمن ۱۴۰۱). https://www.nist.gov/itl/ai-risk5 management-framework.

• آشکارسازی تصویر مصنوعی (Synthetic Image Detection) (ضمیمه D)

• Sohan, M et al. (۲۰۲۳). «A survey on deepfake video detection datasets,» Indonesian Journal of Electrical

• Engineering and Computer Science. 32.

• https://www.researchgate.net/publication/374142887_A_survey_on_deepfake_video_detection_datas

• ets.

• Wu, J. et al. (۲۰۲۳). Survey on LLM-generated Text Detection: Necessity, Methods, and Future Directions,» http://arxiv.org/abs/2310.14724

• Zhu, M. et al. (۲۰۲۳). «GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image,»

• https://arxiv.org/pdf/2306.08571

Appendix A. Current Standards

• 2