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High-Level Overall Approach
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Classroom Contents
SIRAJ - A Unified Framework for Aggregation of Malicious Entity Detectors
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- 1 Intro
- 2 Internet Threats
- 3 Our Approach: A Unified Aggregating Framework
- 4 Varying Accuracy and Expertise of Scanners
- 5 Label Flips in Scanner Predictions
- 6 Scanner Correlations
- 7 Self Supervised Learning
- 8 High-Level Overall Approach
- 9 Pretext Task 2: Learn Temporal Scanner Dependencies
- 10 Pretext Task 3: Representation Consistency
- 11 Detailed Overall Approach
- 12 Evaluation
- 13 Siraj vs. Baselines for Early Detection
- 14 Siraj vs. Baselines for Different Training Size
- 15 Summary
