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 | 2013 | |
|---|---|---|
| j6 |      | Salem Benferhat, Abdelhamid Boudjelida, Karim Tabia, Habiba Drias: An intrusion detection and alert correlation approach based on revising probabilistic classifiers using expert knowledge. Appl. Intell. 38(4): 520-540 (2013) |
| 2012 | ||
| j5 | | Salem Benferhat, Karim Tabia: Inference in possibilistic network classifiers under uncertain observations. Ann. Math. Artif. Intell. 64(2-3): 269-309 (2012) |
| c21 | | |
| c20 | | Saïd Jabbour, Lakhdar Sais, Yakoub Salhi, Karim Tabia: Symmetries in Itemset Mining. ECAI 2012: 432-437 |
| c19 | | Salem Benferhat, Abdelhamid Boudjelida, Karim Tabia: Revising the Outputs of a Decision Tree with Expert Knowledge: Application to Intrusion Detection and Alert Correlation. ICTAI 2012: 452-459 |
| 2011 | ||
| j4 | | Salem Benferhat, Karim Tabia, Karima Sedki: Jeffrey's rule of conditioning in a possibilistic framework - An analysis of the existence and uniqueness of the solution. Ann. Math. Artif. Intell. 61(3): 185-202 (2011) |
| j3 | | Karim Tabia, Philippe Leray: Alert correlation: Severe attack prediction and controlling false alarm rate tradeoffs. Intell. Data Anal. 15(6): 955-978 (2011) |
| c18 | | Karim Tabia: Possibilistic Network-Based Classifiers: On the Reject Option and Concept Drift Issues. SUM 2011: 460-474 |
| 2010 | ||
| j2 | | Tayeb Kenaza, Karim Tabia, Salem Benferhat: On the Use of Naive Bayesian Classifiers for Detecting Elementary and Coordinated Attacks. Fundam. Inform. 105(4): 435-466 (2010) |
| c17 | | Salem Benferhat, Karim Tabia: Belief Revision of Product-Based Causal Possibilistic Networks. Canadian Conference on AI 2010: 244-255 |
| c16 | | Salem Benferhat, Karim Tabia: Min-based causal possibilistic networks: Handling interventions and analyzing the possibilistic counterpart of Jeffrey's rule of conditioning. ECAI 2010: 943-948 |
| c15 | | Karim Tabia, Philippe Leray: Bayesian Network-Based Approaches for Severe Attack Prediction and Handling IDSs' Reliability. IPMU (2) 2010: 632-642 |
| c14 | | Salem Benferhat, Karim Tabia, Karima Sedki: On analysis of unicity of Jeffrey's rule of conditioning in a probabilistic framework. ISAIM 2010 |
| c13 | | Salem Benferhat, Karim Tabia: Belief Change in OCF-Based Networks in Presence of Sequences of Observations and Interventions: Application to Alert Correlation. PRICAI 2010: 14-26 |
| c12 |  | Karim Tabia, Philippe Leray: Handling IDS' Reliability in Alert Correlation - A Bayesian Network-based Model for Handling IDS's Reliability and Controlling Prediction/False Alarm Rate Tradeoffs. SECRYPT 2010: 14-24 |
| 2009 | ||
| j1 | | Salem Benferhat, Karim Tabia: Binary naive possibilistic classifiers: Handling uncertain inputs. Int. J. Intell. Syst. 24(12): 1203-1229 (2009) |
| c11 | | Salem Benferhat, Karim Tabia: On the Use of Min-Based Revision Under Uncertain Evidence for Possibilistic Classifiers. IFSA/EUSFLAT Conf. 2009: 1223-1228 |
| c10 | | Salem Benferhat, Karim Tabia: Classification with Uncertain Observations Using Possibilistic Networks. ICTAI 2009: 493-499 |
| 2008 | ||
| c9 | | Salem Benferhat, Karim Tabia: Context-based Profiling for Anomaly Intrusion Detection with Diagnosis. ARES 2008: 618-623 |
| c8 | | Karim Tabia, Salem Benferhat: On the Use of Decision Trees as Behavioral Approaches in Intrusion Detection. ICMLA 2008: 665-670 |
| c7 | | Salem Benferhat, Karim Tabia: On the Detection of Novel Attacks Using Behavioral Approaches. ICSOFT (PL/DPS/KE) 2008: 265-272 |
| c6 | | Karim Tabia, Salem Benferhat, Yassine Djouadi: A two-stage aggregation/thresholding scheme for multi-model anomaly-based approaches. LCN 2008: 919-926 |
| c5 | | Salem Benferhat, Karim Tabia: Classification features for detecting Server-side and Client-side Web attacks. SEC 2008: 729-733 |
| c4 | | Salem Benferhat, Karim Tabia: Novel and Anomalous Behavior Detection using Bayesian Network Classifiers. SECRYPT 2008: 13-20 |
| c3 | | Salem Benferhat, Karim Tabia: New Schemes for Anomaly Score Aggregation and Thresholding. SECRYPT 2008: 21-28 |
| c2 | | Salem Benferhat, Karim Tabia: An Efficient Algorithm for Naive Possibilistic Classifiers with Uncertain Inputs. SUM 2008: 63-77 |
| 2005 | ||
| c1 | | Salem Benferhat, Karim Tabia: On the combination of naive Bayes and decision trees for intrusion detection. CIMCA/IAWTIC 2005: 211-216 |
| 1 | Salem Benferhat | |
| 2 | Abdelhamid Boudjelida | |
| 3 | Yassine Djouadi | |
| 4 | Habiba Drias | |
| 5 | Saïd Jabbour | |
| 6 | Tayeb Kenaza | |
| 7 | Philippe Leray | |
| 8 | Lakhdar Sais (Lakhdar Saïs) | |
| 9 | Yakoub Salhi | |
| 10 | Karima Sedki |
Colors in the list of coauthors
Last update Tue May 21 17:52:38 2013 CET by the DBLP Team —
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