@misc{p-393f6f0ba085,
  title = {Bot Detection Methods Using Browser Fingerprinting},
  author = {Amir Tohidi},
  year = {2026},
  howpublished = {Shahid Beheshti University; local seminar report},
  note = {Atlas evidence status: local-context-reviewed}
}

@misc{new-detecting-bot-detection,
  title = {Detecting Bot Detection: Prevalence, Techniques, and Implications for Web Measurement Research},
  author = {Ralf Gundelach and Michael Mühlhäuser and Dominik Herrmann},
  year = {2026},
  howpublished = {ARES 2026; arXiv 2606.14525},
  url = {https://arxiv.org/abs/2606.14525},
  note = {Atlas evidence status: full-text-reviewed}
}

@phdthesis{new-digital-identities,
  title = {Digital identities in the 21st Century},
  author = {Hari Venugopalan},
  year = {2026},
  howpublished = {PhD dissertation, University of California, Davis},
  url = {https://escholarship.org/uc/item/6cb7j7n0},
  note = {Atlas evidence status: thesis-chapters-reviewed}
}

@misc{new-eadem-instability,
  title = {Eadem, Sed Aliter: Investigating the Instability of Browser Fingerprinting},
  author = {Xu Lin and Shujiang Wu and Jacob Eckfeldt and Pengfei Sun and Jason Polakis},
  year = {2026},
  howpublished = {ACM IMC 2026; DOI 10.1145/3777912.3809154},
  url = {https://doi.org/10.1145/3777912.3809154},
  note = {Atlas evidence status: metadata-only}
}

@misc{new-fp-agent,
  title = {FP-Agent: Fingerprinting AI Browsing Agents},
  author = {Ethan Wang and Zubair Shafiq and Yash Vekaria},
  year = {2026},
  howpublished = {arXiv preprint},
  url = {https://arxiv.org/abs/2605.01247},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-c97377f599d3,
  title = {FingerprintJS: What Is It? (Local presentation)},
  year = {2026},
  howpublished = {Local Persian PowerPoint presentation; PDF metadata dated 2026-05-27},
  note = {Atlas evidence status: full-presentation-reviewed}
}

@misc{new-mouse-sophistication,
  title = {How Effective Is Mouse Dynamics Against Web Bots? A Study Across Different Sophistication Levels},
  author = {Oguzhan Salman and Kemal Bicakci},
  year = {2026},
  howpublished = {IEEE Access 14:57895–57909},
  url = {https://research.itu.edu.tr/en/publications/how-effective-is-mouse-dynamics-against-web-bots-a-study-across-d/},
  note = {Atlas evidence status: abstract-reviewed}
}

@misc{new-multilayer-agents,
  title = {On the Internet, Nobody Knows You’re an LLM Bot: Unmasking Web Agents with Multi-Layer Fingerprinting},
  author = {Iliana Fayolle and Sihem Bouhenniche and Samuel Pélissier and Pierre Laperdrix and Clémentine Maurice and Walter Rudametkin},
  year = {2026},
  howpublished = {arXiv preprint 2606.30119},
  url = {https://arxiv.org/abs/2606.30119},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-39806d2a9d31,
  title = {OpenWPM: Web Privacy Measurement Platform (Local presentation)},
  year = {2026},
  howpublished = {Local Persian PowerPoint presentation; PDF metadata dated 2026-05-27},
  note = {Atlas evidence status: full-presentation-reviewed}
}

@phdthesis{new-nguyen-thesis,
  title = {Real-Time Tracking and Mitigation Against In-the-Wild Bot Attacks and Human-Driven Abuse on the Web},
  author = {Hoang Dai Nguyen},
  year = {2026},
  howpublished = {Louisiana State University, PhD dissertation},
  url = {https://repository.lsu.edu/gradschool_dissertations/7003/},
  note = {Atlas evidence status: abstract-reviewed}
}

@misc{new-minimal-agent,
  title = {What Does It Take to Detect an AI Agent? Minimal Feature Sets for Behavioral Detection under Browser Automation},
  author = {Vishisht Choudhary and Lukas Schmidt and Anne Zoë Kenntner and Feras Skhab and Michel Osswald and Jens Ernstberger},
  year = {2026},
  howpublished = {arXiv 2607.26935; manuscript states acceptance at North East AI Agents Day 2026 workshop},
  url = {https://arxiv.org/abs/2607.26935},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{new-tls-ja4,
  title = {When Handshakes Tell the Truth: Detecting Web Bad Bots via TLS Fingerprints},
  author = {Ghalia Jarad and Kemal Bıçakcı},
  year = {2026},
  howpublished = {arXiv preprint},
  url = {https://arxiv.org/abs/2602.09606},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{new-when-tracking-learns,
  title = {When Tracking Learns: Learning-Based Browser Fingerprinting Under Anti-Fingerprinting Defenses},
  author = {Xu Lin},
  year = {2026},
  howpublished = {CCS 2026; announced to appear November 2026},
  url = {https://www.xlin.online/},
  note = {Atlas evidence status: metadata-only}
}

@misc{p-fccc1b4673c3,
  title = {Balancing Security and Privacy: Web Bot Detection, Privacy Challenges, and Regulatory Compliance under the GDPR and AI Act},
  author = {Javier Martínez Llamas and Koen Vranckaert and Davy Preuveneers and Wouter Joosen},
  year = {2025},
  howpublished = {Open Research Europe 5:76; version 1; two approved peer reviews},
  url = {https://doi.org/10.12688/openreseurope.19347.1},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{new-beyond-crawl,
  title = {Beyond the Crawl: Unmasking Browser Fingerprinting in Real User Interactions},
  author = {Meenatchi Sundaram Muthu Selva Annamalai and Emiliano De Cristofaro and Igor Bilogrevic},
  year = {2025},
  howpublished = {The Web Conference (WWW) 2025; local arXiv v1},
  url = {https://arxiv.org/abs/2502.01608},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{new-double-edged-shield,
  title = {Double-Edged Shield: On the Fingerprintability of Customized Ad Blockers},
  author = {Saiid El Hajj Chehade and Ben Stock and Carmela Troncoso},
  year = {2025},
  howpublished = {USENIX Security 2025},
  url = {https://www.usenix.org/conference/usenixsecurity25/presentation/el-hajj-chehade},
  note = {Atlas evidence status: full-text-reviewed}
}

@phdthesis{new-see-thesis,
  title = {Emerging Threats to Online Security: Securing Systems Against Unauthorized Automation and Web Bots},
  author = {Richard August See},
  year = {2025},
  howpublished = {Universität Hamburg, doctoral dissertation},
  url = {https://ediss.sub.uni-hamburg.de/handle/ediss/11820},
  note = {Atlas evidence status: thesis-chapters-reviewed}
}

@misc{p-79a8187df7aa,
  title = {FP-Inconsistent: Measurement and Analysis of Fingerprint Inconsistencies in Evasive Bot Traffic},
  author = {Hari Venugopalan and Shaoor Munir and Shuaib Ahmed and Tangbaihe Wang and Samuel T. King and Zubair Shafiq},
  year = {2025},
  howpublished = {ACM IMC 2025},
  url = {https://doi.org/10.1145/3730567.3732919},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-da4fb50e5256,
  title = {A Browser Fingerprint Authentication Scheme Based on the Browser Cache Side-Channel Technology},
  author = {Yiming Yan and Haiyong Zhao and Haipeng Qu},
  year = {2024},
  howpublished = {Electronics 13, 2728},
  url = {https://doi.org/10.3390/electronics13142728},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-c4ddb5c0f795,
  title = {Beyond Browsing: API-Based Web Agents},
  author = {Yueqi Song and Frank F. Xu and Shuyan Zhou and Graham Neubig},
  year = {2024},
  howpublished = {arXiv preprint 2410.16464},
  url = {https://arxiv.org/abs/2410.16464},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-df0b0b0c4107,
  title = {Browser Polygraph: Efficient Deployment of Coarse-Grained Browser Fingerprints for Web-Scale Detection of Fraud Browsers},
  author = {Faezeh Kalantari and Mehrnoosh Zaeifi and Yeganeh Safaei and Marzieh Bitaab and Adam Oest and Gianluca Stringhini and Yan Shoshitaishvili and Adam Doupé},
  year = {2024},
  howpublished = {ACM IMC 2024},
  url = {https://doi.org/10.1145/3646547.3688455},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-a363c8c3f5e7,
  title = {DeepFPD: Browser Fingerprinting Detection via Deep Learning with Multi-Modal Learning and Attention},
  author = {Weizhong Qiang and Kunlun Ren and Yueming Wu and Deqing Zou and Hai Jin},
  year = {2024},
  howpublished = {IEEE Transactions on Reliability},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-acfcc6135bdb,
  title = {Detecting and Analyzing Mouse Tracking in the Wild},
  author = {Marcel Urpí-Bricollé and Ismael Castell-Uroz and Pere Barlet-Ros},
  year = {2024},
  howpublished = {Manuscript; venue not stated in local PDF},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{new-fp-fed,
  title = {FP-Fed: Privacy-Preserving Federated Detection of Browser Fingerprinting},
  author = {Meenatchi Sundaram Muthu Selva Annamalai and Igor Bilogrevic and Emiliano De Cristofaro},
  year = {2024},
  howpublished = {NDSS 2024},
  url = {https://doi.org/10.14722/ndss.2024.24360},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-98d2361f36b0,
  title = {Smudged Fingerprints: Characterizing and Improving the Performance of Web Application Fingerprinting},
  author = {Brian Kondracki and Nick Nikiforakis},
  year = {2024},
  howpublished = {USENIX Security},
  url = {https://www.usenix.org/conference/usenixsecurity24/presentation/kondracki},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-123029f87999,
  title = {Stop, Don’t Click Here Anymore: Boosting Website Fingerprinting By Considering Sets of Subpages},
  author = {Asya Mitseva and Andriy Panchenko},
  year = {2024},
  howpublished = {USENIX Security},
  url = {https://www.usenix.org/conference/usenixsecurity24/presentation/mitseva},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-1a38276283ca,
  title = {Automatic Discovery of Emerging Browser Fingerprinting Techniques},
  author = {Junhua Su and Alexandros Kapravelos},
  year = {2023},
  howpublished = {ACM Web Conference (WWW)},
  url = {https://doi.org/10.1145/3543507.3583333},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-c17998dae976,
  title = {Fashion Faux Pas: Implicit Stylistic Fingerprints for Bypassing Browsers’ Anti-Fingerprinting Defenses},
  author = {Xu Lin and Frederico Araujo and Teryl Taylor and Jiyong Jang and Jason Polakis},
  year = {2023},
  howpublished = {IEEE Symposium on Security and Privacy},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-00fcd1b4467c,
  title = {Him of Many Faces: Characterizing Billion-scale Adversarial and Benign Browser Fingerprints on Commercial Websites},
  author = {Shujiang Wu and Pengfei Sun and Yao Zhao and Yinzhi Cao},
  year = {2023},
  howpublished = {NDSS},
  url = {https://doi.org/10.14722/ndss.2023.24394},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-52bae580e935,
  title = {Only Pay for What You Leak: Leveraging Sandboxes for a Minimally Invasive Browser Fingerprinting Defense},
  author = {Ryan Torok and Amit Levy},
  year = {2023},
  howpublished = {IEEE Symposium on Security and Privacy},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-aaef6086b148,
  title = {Rods with Laser Beams: Understanding Browser Fingerprinting on Phishing Pages},
  author = {Iskander Sanchez-Rola and Leyla Bilge and Davide Balzarotti and Armin Buescher and Petros Efstathopoulos},
  year = {2023},
  howpublished = {USENIX Security},
  url = {https://www.usenix.org/conference/usenixsecurity23/presentation/sanchez-rola},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{new-automated-traffic,
  title = {Automated Detection of Automated Traffic},
  author = {Cormac Herley},
  year = {2022},
  howpublished = {USENIX Security 2022},
  url = {https://www.usenix.org/conference/usenixsecurity22/presentation/herley},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{new-becaptcha-mouse,
  title = {BeCAPTCHA-Mouse: Synthetic mouse trajectories and improved bot detection},
  author = {Alejandro Acien and Aythami Morales and Julian Fierrez and Ruben Vera-Rodriguez},
  year = {2022},
  howpublished = {Pattern Recognition 127, 108643},
  url = {https://doi.org/10.1016/j.patcog.2022.108643},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{new-drawnapart,
  title = {DRAWNAPART: A Device Identification Technique based on Remote GPU Fingerprinting},
  author = {Tomer Laor and Naif Mehanna and Antonin Durey and Vitaly Dyadyuk and Pierre Laperdrix and Clémentine Maurice and Yossi Oren and Romain Rouvoy and Walter Rudametkin and Yuval Yarom},
  year = {2022},
  howpublished = {NDSS 2022},
  url = {https://arxiv.org/abs/2201.09956},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-0d20e9e54055,
  title = {Device Fingerprinting with Peripheral Timestamps},
  author = {John V. Monaco},
  year = {2022},
  howpublished = {IEEE Symposium on Security and Privacy},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-4e9a4185f215,
  title = {Phish in Sheep’s Clothing: Exploring the Authentication Pitfalls of Browser Fingerprinting},
  author = {Xu Lin and Panagiotis Ilia and Saumya Solanki and Jason Polakis},
  year = {2022},
  howpublished = {USENIX Security},
  url = {https://www.usenix.org/conference/usenixsecurity22/presentation/lin-xu},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-b2d483606620,
  title = {Web Bot Detection Evasion Using Deep Reinforcement Learning},
  author = {Christos Iliou and Theodoros Kostoulas and Theodora Tsikrika and Vasilis Katos and Stefanos Vrochidis and Ioannis Kompatsiaris},
  year = {2022},
  howpublished = {ACM ARES 2022},
  url = {https://doi.org/10.1145/3538969.3538994},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-898786a7be50,
  title = {A Large-scale Empirical Analysis of Browser Fingerprints Properties for Web Authentication},
  author = {Nampoina Andriamilanto and Tristan Allard and Gaëtan Le Guelvouit and Alexandre Garel},
  year = {2021},
  howpublished = {ACM Transactions on the Web},
  url = {https://doi.org/10.1145/3478026},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{new-becaptcha-mobile,
  title = {BeCAPTCHA: Behavioral bot detection using touchscreen and mobile sensors benchmarked on HuMIdb},
  author = {Alejandro Acien and Aythami Morales and Julian Fierrez and Ruben Vera-Rodriguez and Oscar Delgado-Mohatar},
  year = {2021},
  howpublished = {Engineering Applications of Artificial Intelligence 98,104058},
  url = {https://doi.org/10.1016/j.engappai.2020.104058},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-d5868dbb82a8,
  title = {Fingerprinting the Fingerprinters: Learning to Detect Browser Fingerprinting Behaviors},
  author = {Umar Iqbal and Steven Englehardt and Zubair Shafiq},
  year = {2021},
  howpublished = {IEEE Symposium on Security and Privacy},
  url = {https://doi.org/10.1109/SP40001.2021.00017},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{new-gummy-browsers,
  title = {Gummy Browsers: Targeted Browser Spoofing against State-of-the-Art Fingerprinting Techniques},
  author = {Zengrui Liu and Prakash Shrestha and Nitesh Saxena},
  year = {2021},
  howpublished = {arXiv:2110.10129v1 (2021 preprint)},
  url = {https://arxiv.org/abs/2110.10129},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-5f73ed0cc29a,
  title = {Web Bot Detection Evasion Using Generative Adversarial Networks},
  author = {Christos Iliou and Theodoros Kostoulas and Theodora Tsikrika and Vasilis Katos and Stefanos Vrochidis and Ioannis Kompatsiaris},
  year = {2021},
  howpublished = {IEEE CSR 2021},
  url = {https://doi.org/10.1109/CSR51186.2021.9527915},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-c3831a18da8c,
  title = {Browser Fingerprinting: A Survey},
  author = {Pierre Laperdrix and Nataliia Bielova and Benoit Baudry and Gildas Avoine},
  year = {2020},
  howpublished = {ACM Transactions on the Web 14(2), Article 8},
  url = {https://doi.org/10.1145/3386040},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{new-botgraph-sitemap,
  title = {BotGraph: Web Bot Detection Based on Sitemap},
  author = {Yang Luo and Guozhen She and Peng Cheng and Yongqiang Xiong},
  year = {2019},
  howpublished = {arXiv preprint 1903.08074v2},
  url = {https://arxiv.org/abs/1903.08074},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-95cb8105b803,
  title = {SensorID: Sensor Calibration Fingerprinting for Smartphones},
  author = {Jiexin Zhang and Alastair R. Beresford and Ian Sheret},
  year = {2019},
  howpublished = {IEEE Symposium on Security and Privacy},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{new-fp-scanner,
  title = {FP-Scanner: The Privacy Implications of Browser Fingerprint Inconsistencies},
  author = {Antoine Vastel and Pierre Laperdrix and Walter Rudametkin and Romain Rouvoy},
  year = {2018},
  howpublished = {USENIX Security 2018},
  url = {https://www.usenix.org/conference/usenixsecurity18/presentation/vastel},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-46990bde16d7,
  title = {Hiding in the Crowd: an Analysis of the Effectiveness of Browser Fingerprinting at Large Scale},
  author = {Alejandro Gómez-Boix and Pierre Laperdrix and Benoit Baudry},
  year = {2018},
  howpublished = {The Web Conference (WWW)},
  url = {https://doi.org/10.1145/3178876.3186097},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-8983dabc1b06,
  title = {Smartphone Fingerprinting Combining Features of On-Board Sensors},
  author = {Irene Amerini and Rudy Becarelli and Roberto Caldelli and Alessio Melani and Moreno Niccolai},
  year = {2017},
  howpublished = {IEEE Transactions on Information Forensics and Security (TIFS)},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-e7ef4831b263,
  title = {Picasso: Lightweight Device Class Fingerprinting for Web Clients},
  author = {Elie Bursztein and Artem Malyshev and Tadek Pietraszek and Kurt Thomas},
  year = {2016},
  howpublished = {ACM Workshop on Security and Privacy in Smartphones and Mobile Devices (SPSM)},
  url = {https://doi.org/10.1145/2994459.2994467},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-2b4e0e4b4006,
  title = {A Classification of Web Browser Fingerprinting Techniques},
  author = {Randika Upathilake and Yingkun Li and Ashraf Matrawy},
  year = {2015},
  howpublished = {IEEE conference paper (local PDF)},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-a277039433bf,
  title = {PriVaricator: Deceiving Fingerprinters with Little White Lies},
  author = {Nick Nikiforakis and Wouter Joosen and Benjamin Livshits},
  year = {2015},
  howpublished = {International World Wide Web Conference (WWW)},
  url = {https://doi.org/10.1145/2736277.2741090},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-884422b93470,
  title = {Mobile Device Identification via Sensor Fingerprinting},
  author = {Hristo Bojinov and Dan Boneh and Yan Michalevsky and Gabi Nakibly},
  year = {2014},
  howpublished = {Technical report / arXiv preprint},
  url = {http://arxiv.org/abs/1408.1416},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-8ac6f0acbebf,
  title = {The Web Never Forgets: Persistent Tracking Mechanisms in the Wild},
  author = {Gunes Acar and Christian Eubank and Steven Englehardt and Marc Juarez and Arvind Narayanan and Claudia Diaz},
  year = {2014},
  howpublished = {ACM Conference on Computer and Communications Security (CCS)},
  url = {https://doi.org/10.1145/2660267.2660347},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-d1c6d28a95af,
  title = {Cookieless Monster: Exploring the Ecosystem of Web-based Device Fingerprinting},
  author = {Nick Nikiforakis and Alexandros Kapravelos and Wouter Joosen and Christopher Kruegel and Frank Piessens and Giovanni Vigna},
  year = {2013},
  howpublished = {IEEE Symposium on Security and Privacy},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-514450aaef86,
  title = {FPDetective: Dusting the Web for Fingerprinters},
  author = {Gunes Acar and Marc Juarez and Nick Nikiforakis and Claudia Diaz and Seda Gürses and Frank Piessens and Bart Preneel},
  year = {2013},
  howpublished = {ACM Conference on Computer and Communications Security (CCS)},
  url = {https://doi.org/10.1145/2508859.2516674},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-c3d94881585e,
  title = {Host Fingerprinting and Tracking on the Web: Privacy and Security Implications},
  author = {Ting-Fang Yen and Yinglian Xie and Fang Yu and Roger Peng Yu and Martín Abadi},
  year = {2012},
  howpublished = {Network and Distributed System Security Symposium (NDSS)},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-da1ff6c88ab3,
  title = {Pixel Perfect: Fingerprinting Canvas in HTML5},
  author = {Keaton Mowery and Hovav Shacham},
  year = {2012},
  howpublished = {Web 2.0 Security and Privacy (W2SP)},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-5cd83a08f11b,
  title = {Fingerprinting Information in JavaScript Implementations},
  author = {Keaton Mowery and Dillon Bogenreif and Scott Yilek and Hovav Shacham},
  year = {2011},
  howpublished = {Web 2.0 Security and Privacy (W2SP)},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-dc486876446b,
  title = {How Unique Is Your Web Browser?},
  author = {Peter Eckersley},
  year = {2010},
  howpublished = {Privacy Enhancing Technologies Symposium (PETS)},
  url = {https://panopticlick.eff.org},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{new-botgraph-spam,
  title = {BotGraph: Large Scale Spamming Botnet Detection},
  author = {Yao Zhao and Yinglian Xie and Fang Yu and Qifa Ke and Yuan Yu and Yan Chen and Eliot Gillum},
  year = {2009},
  howpublished = {6th USENIX Symposium on Networked Systems Design and Implementation (NSDI09)},
  url = {https://www.usenix.org/conference/nsdi-09/botgraph-large-scale-spamming-botnet-detection},
  note = {Atlas evidence status: full-text-reviewed}
}

@misc{p-7c3b9df46660,
  title = {Digital Scales: Web Security and Privacy (Local Persian presentation)},
  howpublished = {Local Persian NotebookLM slide deck; publication date unavailable},
  note = {Atlas evidence status: full-presentation-reviewed}
}