التفاصيل البيبلوغرافية
| العنوان: |
PRADA: Practical Black-box Adversarial Attacks against Neural Ranking Models. |
| المؤلفون: |
CHEN WU, RUQING ZHANG, JIAFENG GUO, DE RIJKE, MAARTEN, YIXING FAN, XUEQI CHENG |
| المصدر: |
ACM Transactions on Information Systems; Oct2023, Vol. 41 Issue 4, p1-27, 27p |
| مستخلص: |
The article's focus lies in examining the vulnerability of neural ranking models (NRMs) to adversarial attacks, particularly emphasizing the Word Substitution Ranking Attack (WSRA) task, aiming to enhance a target document's ranking by subtly altering its text. It covers topics such as proposing a novel PRADA method for generating adversarial examples, conducting experiments on web search datasets, and highlighting the importance of identifying NRM vulnerabilities to enhance model robustness. |
| قاعدة البيانات: |
Complementary Index |
