Fake Resume Attacks: Data Poisoning on Online Job Platforms

Author:

Yamashita Michiharu1ORCID,Tran Thanh2ORCID,Lee Dongwon1ORCID

Affiliation:

1. The Pennsylvania State University, University Park, PA, USA

2. Worcester Polytechnic Institute, Worcester, MA, USA

Funder

PSU CSRAI seed grant 2021

NSF (National Science Foundation)

Publisher

ACM

Reference45 articles.

1. Threats on Machine Learning Technique by Data Poisoning Attack: A Survey

2. Anirban Chakraborty, Manaar Alam, Vishal Dey, Anupam Chattopadhyay, and Debdeep Mukhopadhyay. 2018. Adversarial attacks and defences: A survey. arXiv preprint arXiv:1810.00069 (2018).

3. Xinyun Chen, Chang Liu, Bo Li, Kimberly Lu, and Dawn Song. 2017. Targeted backdoor attacks on deep learning systems using data poisoning. arXiv preprint arXiv:1712.05526 (2017).

4. Hanjun Dai, Hui Li, Tian Tian, Xin Huang, Lin Wang, Jun Zhu, and Le Song. 2018. Adversarial attack on graph structured data. In International conference on machine learning (ICML). PMLR, 1115--1124.

5. Enterprise Cooperation and Competition Analysis with a Sign-Oriented Preference Network

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