Publications

since 2001

Publications in 2020

Adversarial Learning for Recommendation: Applications for Security and Generative Tasks - Concept to Code. AML-RS_RecSys2020.pdf

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
The 14th ACM Conference on Recommender Systems, September 21--26, 2020, Virtual Event, Brazil - September 2020


Adversarial Machine Learning in Recommender Systems (AML-RecSys). WSDM2020_AdversarialMachineLearning.pdf

Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
WSDM'20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020 - 2020



How Dataset Characteristics Affect the Robustness of Collaborative Recommendation Models. SIGIR_2020___FULL___ATTACK_RecSys___CamreaReady.pdf

Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra, Eugenio Di Sciascio
Proc. of ACM SIGIR 2020 - 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval - 2020


Knowledge-enhanced Shilling Attacks for recommendation. SEBD2020___Knowledge_enhanced_Shilling_Attacks_for_recommendation.pdf

Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra, Giuseppe Acciani, Eugenio Di Sciascio
The 28th Italian Symposium on Advanced Database Systems (SEBD 2020), Villasimius (CA), Italy, June 21-24, 2020 - 2020



TAaMR: Targeted Adversarial Attack against Multimedia Recommender Systems. PID6442119.pdf

Tommaso Di Noia, Daniele Malitesta, Felice Antonio Merra
The 3rd International Workshop on Dependable and Secure Machine Learning DSML 2020 Co-located with the 50th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2020) - 2020


Publications in 2019

Assessing the Impact of a User-Item Collaborative Attack on Class of Users.

Yashar Deldjoo, Tommaso Di Noia, Felice Antonio Merra
In Proceedings of the 13th ACM RecSys Workshop on Impact of Recommender Systems, (ImpactRS@RecSys'19) - 2019


SisInf Lab - Information Systems Laboratory

Research group of Politecnico di Bari
Edoardo Orabona St, 4 Bari, Italy