Sudhakar Muddu

ANOMALY DETECTION BASED ON ENSEMBLE MACHINE LEARNING MODEL

ANOMALY DETECTION BASED ON ENSEMBLE MACHINE LEARNING MODEL

Anomaly detection based on ensemble machine learning model

Processing anomaly data to identify network security threats by use of rarity analysis

Composite relationship graph for network security

Detecting anomalies in a computer network based on usage similarity scores

Interactive geographic representation of network security threats

Sharing of machine learning model state between batch and real-time processing paths for detection of network security issues

Annotation of event data to include access interface identifiers for use by downstream entities in a distributed data processing system

Processing anomaly data to identify threats to network security

Anomaly detection based on communication between entities over a network

Method and system for generating an entities view with risk-level scoring for performing computer security monitoring

Interface providing an interactive trendline for a detected threat to facilitate evaluation for false positives

Method and system for generating an interactive kill chain view for training a machine learning model for identifying threats

Data retrieval in security anomaly detection platform with shared model state between real-time and batch paths

Anomaly detection based on connection requests in network traffic

Window-based rarity determination using probabilistic suffix trees for network security analysis

Network security anomaly and threat detection using rarity scoring

Lateral movement detection for network security analysis

Event specific entity relationship discovery in data intake stage of a distributed data processing system

Event information access interface in data intake stage of a distributed data processing system

Identity resolution in data intake of a distributed data processing system

Model workflow control in a distributed computation system

Model training and deployment in complex event processing of computer network data

Event specific relationship graph generation and application in a machine data processing platform

Network security threat detection using shared variable behavior baseline

Network security analysis using real-time and batch detection engines

Event mini-graphs in data intake stage of machine data processing platform

Lateral movement detection for network security analysis

Enterprise security graph

Detection of clustering in graphs in network security analysis

Sharing model state between real-time and batch paths in network security anomaly detection

Multi-Stage Network Security Threat Detection

Complex event processing of computer network data

Detection of anomalies, threat indicators, and threats to network security

Identity resolution in data intake stage of machine data processing platform

Event views in data intake stage of machine data processing platform

Interface having selectable, interactive views for evaluating potential network compromise

Method and system for reviewing identified threats for performing computer security monitoring

Method And System For Monitoring Entity Activity On An Organization's Computer Network

Interactive threat geo-map for monitoring computer network security

Method and system for generating a kill chain for monitoring computer network security

Interface providing an interactive timeline for evaluating instances of potential network compromise

Network security system

Network security threat detection by user/user-entity behavioral analysis

Dual-path distributed architecture for network security analysis

Rarity analysis in network security anomaly/threat detection

Machine-generated traffic detection (beaconing)

Malware communications detection

Probabilistic suffix trees for network security analysis

Modular model workflow in a distributed computation system

Network security threat detection by user/user-entity behavioral analysis