Proceedings of the 1st Workshop on GenAI Content Detection (GenAIDetect)

PROGRAM

 SilverSpeak: Evading AI-Generated Text Detectors using Homoglyphs
Aldan Creo and Shushanta Pudasaini
 Human vs. AI: A Novel Benchmark and a Comparative Study on the Detection of Generated Images and the Impact of Prompts
Philipp Moeßner and Heike Adel
 Mirror Minds : An Empirical Study on Detecting LLM-Generated Text via LLMs
Josh Baradia, Shubham Gupta and Suman Kundu
 Benchmarking AI Text Detection: Assessing Detectors Against New Datasets, Evasion Tactics, and Enhanced LLMs
Shushanta Pudasaini, Luis Miralles, David Lillis and Marisa Llorens Salvador
 Cross-table Synthetic Tabular Data Detection
G. Charbel N. Kindji, Lina M. Rojas Barahona, Elisa Fromont and Tanguy Urvoy
 Your Large Language Models are Leaving Fingerprints
Hope Elizabeth McGovern, Rickard Stureborg, Yoshi Suhara and Dimitris Alikaniotis
 GPT-4 is Judged More Human than Humans in Displaced and Inverted Turing Tests
Ishika M. Rathi, Sydney Taylor, Benjamin Bergen and Cameron Jones
 The Consistent Lack of Variance of Psychological Factors Expressed by LLMs and Spambots
Vasudha Varadarajan, Salvatore Giorgi, Siddharth Mangalik, Nikita Soni, Dave M. Markowitz and H. Andrew Schwartz
 DAMAGE: Detecting Adversarially Modified AI Generated Text
Elyas Masrour, Bradley N. Emi and Max Spero
 Text Graph Neural Networks for Detecting AI-Generated Content
Andric Valdez and Helena Gomez-Adorno
 I Know You Did Not Write That! A Sampling Based Watermarking Method for Identifying Machine Generated Text
Kaan Efe Keleş, Ömer Kaan Gürbüz and Mucahid Kutlu
 DCBU at GenAI Detection Task 1: Enhancing Machine-Generated Text Detection with Semantic and Probabilistic Features
Zhaowen Zhang, Songhao Chen and Bingquan Liu
 L3i++ at GenAI Detection Task 1: Can Label-Supervised LLaMA Detect Machine-Generated Text?
Hanh Thi Hong Tran and Nguyen Tien Nam
 TechExperts(IPN) at GenAI Detection Task 1: Detecting AI-Generated Text in English and Multilingual Contexts
Gull Mehak, Amna Qasim, Abdul Gafar Manuel Meque, Nisar Hussain, Grigori Sidorov and Alexander Gelbukh
 SzegedAI at GenAI Detection Task 1: Beyond Binary - Soft-Voting Multi-Class Classification for Binary Machine-Generated Text Detection Across Diverse Language Models
Mihaly Kiss and Gábor Berend
 Team Unibuc - NLP at GenAI Detection Task 1: Qwen it detect machine-generated text?
Claudiu Creanga, Teodor-George Marchitan and Liviu P. Dinu
 Fraunhofer SIT at GenAI Detection Task 1: Adapter Fusion for AI-generated Text Detection
Karla Schaefer and Martin Steinebach
 OSINT at GenAI Detection Task 1: Multilingual MGT Detection: Leveraging Cross-Lingual Adaptation for Robust LLMs Text Identification
Shifali Agrahari and Sanasam Ranbir Singh
 Nota AI at GenAI Detection Task 1: Unseen Language-Aware Detection System for Multilingual Machine-Generated Text
Hancheol Park, Jaeyeon Kim, Geonmin Kim and Tae-Ho Kim
 CNLP-NITS-PP at GenAI Detection Task 1: AI-Generated Text Using Transformer-Based Approaches
Annepaka Yadagiri, sai teja lekkala, Mandadoddi Srikar Vardhan, Partha Pakray and Reddi Mohana Krishna
 LuxVeri at GenAI Detection Task 1: Inverse Perplexity Weighted Ensemble for Robust Detection of AI-Generated Text across English and Multilingual Contexts
MD. Kamrujjaman Mobin and Md Saiful Islam
 Grape at GenAI Detection Task 1: Leveraging Compact Models and Linguistic Features for Robust Machine-Generated Text Detection
Nhi Hoai Doan and Kentaro Inui
 AAIG at GenAI Detection Task 1: Exploring Syntactically-Aware, Resource-Efficient Small Autoregressive Decoders for AI Content Detection
Avanti Bhandarkar, Ronald Wilson and Damon Woodard
 TurQUaz at GenAI Detection Task 1:Dr. Perplexity or: How I Learned to Stop Worrying and Love the Finetuning
Kaan Efe Keleş and Mucahid Kutlu
 AI-Monitors at GenAI Detection Task 1: Fast and Scalable Machine Generated Text Detection
Azad Singh, Vishnu Tripathi, Ravindra Kumar Pandey, Pragyanand Saho, Prakhar Joshi, Neel Mani, Richa Alagh, Pallaw Mishra and Piyush Arora
 Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking
German Gritsai, Anastasia Voznuyk, Ildar Khabutdinov and Andrey Grabovoy
 GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human
Yuxia Wang, Artem Shelmanov, Jonibek Mansurov, Akim Tsvigun, Vladislav Mikhailov, Rui Xing, Zhuohan Xie, Jiahui Geng, Giovanni Puccetti, Ekaterina Artemova, jinyan su, Minh Ngoc Ta, Mervat Abassy, Kareem Ashraf Elozeiri, Saad El Dine Ahmed El Etter, Maiya Goloburda, Tarek Mahmoud, Raj Vardhan Tomar, Nurkhan Laiyk, Osama Mohammed Afzal, Ryuto Koike, Masahiro Kaneko, Alham Fikri Aji, Nizar Habash, Iryna Gurevych and Preslav Nakov
 CIC-NLP at GenAI Detection Task 1: Advancing Multilingual Machine-Generated Text Detection
Tolulope Olalekan Abiola, Tewodros Achamaleh Bizuneh, Fatima Uroosa, Nida Hafeez, Grigori Sidorov, Olga Kolesnikova and Olumide Ebenezer Ojo
 CIC-NLP at GenAI Detection Task 1: Leveraging DistilBERT for Detecting Machine-Generated Text in English
Tolulope Olalekan Abiola, Tewodros Achamaleh Bizuneh, Oluwatobi Joseph Abiola, Temitope Olasunkanmi Oladepo, Olumide Ebenezer Ojo, Grigori Sidorov and Olga Kolesnikova
 nits_teja_srikar at GenAI Detection Task 2: Distinguishing Human and AI-Generated Essays Using Machine Learning and Transformer Models
sai teja lekkala, Annepaka Yadagiri, Mangadoddi Srikar Vardhan and Partha Pakray
 IntegrityAI at GenAI Detection Task 2: Detecting Machine-Generated Academic Essays in English and Arabic Using ELECTRA and Stylometry
Mohammad ALSmadi
 CMI-AIGCX at GenAI Detection Task 2: Leveraging Multilingual Proxy LLMs for Machine-Generated Text Detection in Academic Essays
Kaijie Jiao, Xingyu Yao, Shixuan Ma, Sifan Fang, Zikang Guo, Benfeng Xu, Licheng Zhang, Quan Wang, Yongdong Zhang and Zhendong Mao
 EssayDetect at GenAI Detection Task 2: Guardians of Academic Integrity: Multilingual Detection of AI-Generated Essays
Shifali Agrahari, Subhashi Jayant, Saurabh Kumar and Sanasam Ranbir Singh
 CNLP-NITS-PP at GenAI Detection Task 2: Leveraging DistilBERT and XLM-RoBERTa for Multilingual AI-Generated Text Detection
Annepaka Yadagiri, Reddi Mohana Krishna and Partha Pakray
 RA at GenAI Detection Task 2: Fine-tuned Language Models For Detection of Academic Authenticity, Results and Thoughts
Rana Gharib and Ahmed Elgendy
 Tesla at GenAI Detection Task 2: Fast and Scalable Method for Detection of Academic Essay Authenticity
Vijayasaradhi Indurthi and Vasudeva Varma
 GenAI Content Detection Task 2: AI vs. Human – Academic Essay Authenticity Challenge
Shammur Absar Chowdhury, Hind Almerekhi, Mucahid Kutlu, Kaan Efe Keleş, Fatema Ahmad, Tasnim Mohiuddin, George Mikros and Firoj Alam
 CNLP-NITS-PP at GenAI Detection Task 3: Cross-Domain Machine-Generated Text Detection Using DistilBERT Techniques
sai teja lekkala, Annepaka Yadagiri, Mangadoddi Srikar Vardhan and Partha Pakray
 Leidos at GenAI Detection Task 3: A Weight-Balanced Transformer Approach for AI Generated Text Detection Across Domains
Abishek R. Edikala, Gregorios A. Katsios, Noelie Creaghe and Ning Yu
 Pangram at GenAI Detection Task 3: An Active Learning Approach to Machine-Generated Text Detection
Bradley N. Emi, Max Spero and Elyas Masrour
 LuxVeri at GenAI Detection Task 3: Cross-Domain Detection of AI-Generated Text Using Inverse Perplexity-Weighted Ensemble of Fine-Tuned Transformer Models
MD. Kamrujjaman Mobin and Md Saiful Islam
 BBN-U.Oregon’s ALERT system at GenAI Content Detection Task 3: Robust Authorship Style Representations for Cross-Domain Machine-Generated Text Detection
Hemanth Kandula, Chak Fai Li, Haoling Qiu, Damianos Karakos, Hieu Man, Thien Huu Nguyen and Brian Ulicny
 Random at GenAI Detection Task 3: A Hybrid Approach to Cross-Domain Detection of Machine-Generated Text with Adversarial Attack Mitigation
Shifali Agrahari, Prabhat Mishra and Sujit Kumar
 MOSAIC at GENAI Detection Task 3 : Zero-Shot Detection Using an Ensemble of Models
Matthieu Dubois, François Yvon and Pablo Piantanida
 GenAI Content Detection Task 3: Cross-Domain Machine Generated Text Detection Challenge
Liam Dugan, Andrew Zhu, Firoj Alam, Preslav Nakov, Marianna Apidianaki and Chris Callison-Burch