Mahdi Abadi

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 16

Top Topics

Differentially Private

Classifier Ensemble

Privacy Guarantees

Top Venues

Knowl. Based Syst.

J. Supercomput.

ACM Southeast Regional Conference

Publications

Fatemeh Deldar, Mahdi Abadi
Deep Learning for Zero-day Malware Detection and Classification: A Survey. ACM Comput. Surv. 56 (2) (2024)
Fatemeh Deldar, Mahdi Abadi, Mohammad Ebrahimifard
Android Malware Detection Using One-Class Graph Neural Networks. ISC Int. J. Inf. Secur. 14 (3) (2022)
Fatemeh Deldar, Mahdi Abadi
A differentially private location generalization approach to guarantee non-uniform privacy in moving objects databases. Knowl. Based Syst. 225 (2021)
Fatemeh Deldar, Mahdi Abadi
Enhancing spatial and temporal utilities in differentially private moving objects database release. Int. J. Inf. Sec. 20 (4) (2021)
Nadia Niknami, Mahdi Abadi, Fatemeh Deldar
A fully spatial personalized differentially private mechanism to provide non-uniform privacy guarantees for spatial databases. Inf. Syst. 92 (2020)
Mahila Dadfarnia, Fazlollah Adibnia, Mahdi Abadi, Ali Dorri
Incremental collusive fraud detection in large-scale online auction networks. J. Supercomput. 76 (9) (2020)
Mahdieh Safarzadeh, Mahdi Abadi, Alireza Nowroozi
HAL-RD: cross-correlating heterogeneous alerts and logs using resource dependencies. SAC (2020)
Asghar Tajoddin, Mahdi Abadi
RAMD: registry-based anomaly malware detection using one-class ensemble classifiers. Appl. Intell. 49 (7) (2019)
Mohammad Bagher Bahador, Mahdi Abadi, Asghar Tajoddin
HLMD: a signature-based approach to hardware-level behavioral malware detection and classification. J. Supercomput. 75 (8) (2019)
Fatemeh Deldar, Mahdi Abadi
PDP-SAG: Personalized Privacy Protection in Moving Objects Databases by Combining Differential Privacy and Sensitive Attribute Generalization. IEEE Access 7 (2019)
Niloofar S. Alizadeh, Mahdi Abadi
Akoman: Hardware-Level Malware Detection Using Discrete Wavelet Transform. SMARTCOMP (2018)
Fatemeh Deldar, Mahdi Abadi
PLDP-TD: Personalized-location differentially private data analysis on trajectory databases. Pervasive Mob. Comput. 49 (2018)
Ali Dorri, Mahdi Abadi, Mahila Dadfarnia
SocialBotHunter: Botnet Detection in Twitter-Like Social Networking Services Using Semi-Supervised Collective Classification. DASC/PiCom/DataCom/CyberSciTech (2018)
Farnood Faghihi, Mahdi Abadi, Asghar Tajoddin
SMSBotHunter: A Novel Anomaly Detection Technique to Detect SMS Botnets. ISCISC (2018)
Nazanin Habibollahi, Mahdi Abadi, Mahila Dadfarnia
CAFD: Detecting Collusive Frauds in Online Auction Networks by Combining One-Class Classification and Collective Classification. ISCISC (2017)
Elahe Ghasemi Komishani, Mahdi Abadi, Fatemeh Deldar
PPTD: Preserving personalized privacy in trajectory data publishing by sensitive attribute generalization and trajectory local suppression. Knowl. Based Syst. 94 (2016)
Elham Parhizkar, Mahdi Abadi
BeeOWA: A novel approach based on ABC algorithm and induced OWA operators for constructing one-class classifier ensembles. Neurocomputing 166 (2015)
Reza Sharifnya, Mahdi Abadi
DFBotKiller: Domain-flux botnet detection based on the history of group activities and failures in DNS traffic. Digit. Investig. 12 (2015)
Moosa Yahyazadeh, Mahdi Abadi
BotGrab: A negative reputation system for botnet detection. Comput. Electr. Eng. 41 (2015)
Alireza Gorji, Mahdi Abadi
Detecting Obfuscated JavaScript Malware Using Sequences of Internal Function Calls. ACM Southeast Regional Conference (2014)
Ahad Azarian, Mahdi Abadi
On the trade-off between stealth and propagation speed of Internet worms. ISCISC (2013)
Moosa Yahyazadeh, Mahdi Abadi
BotOnus: an online unsupervised method for Botnet detection. ISC Int. J. Inf. Secur. 4 (1) (2012)
Samaneh Mahdavifar, Mahdi Abadi, Mohsen Kahani, Hassan Mahdikhani
A Clustering-Based Approach for Personalized Privacy Preserving Publication of Moving Object Trajectory Data. NSS (2012)
Fatemeh Barani, Mahdi Abadi
BeeID: intrusion detection in AODV-based MANETs using artificial Bee colony and negative selection algorithms. ISC Int. J. Inf. Secur. 4 (1) (2012)
Elahe Ghasemi Komishani, Mahdi Abadi
A generalization-based approach for personalized privacy preservation in trajectory data publishing. IST (2012)
Fatemeh Barani, Mahdi Abadi
An ABC-AIS Hybrid Approach to Dynamic Anomaly Detection in AODV-Based MANETs. TrustCom (2011)
Seyed Hossein Ahmadinejad, Saeed Jalili, Mahdi Abadi
A hybrid model for correlating alerts of known and unknown attack scenarios and updating attack graphs. Comput. Networks 55 (9) (2011)
Mahdi Abadi, Saeed Jalili
A particle swarm optimization algorithm for minimization analysis of cost-sensitive attack graphs. ISC Int. J. Inf. Secur. 2 (1) (2010)
Mohammad Ahmadi Livani, Mahdi Abadi
Distributed PCA-based anomaly detection in wireless sensor networks. ICITST (2010)
Parvaz Mahdabi, Mahdi Abadi, Saeed Jalili
A novel quantum-inspired evolutionary algorithm for solving combinatorial optimization problems. GECCO (2009)
Parvaz Mahdabi, Saeed Jalili, Mahdi Abadi
A multi-start quantum-inspired evolutionary algorithm for solving combinatorial optimization problems. GECCO (2008)
Mahdi Abadi, Saeed Jalili
Minimization Analysis of Network Attack Graphs Using Genetic Algorithms. Int. J. Comput. Their Appl. 15 (4) (2008)