Inventor

DI PIETRO ANDREA

CH57 patents

⚠️ This page may combine multiple inventors who share the name “DI PIETRO ANDREA”. Patents are grouped by organization below to help distinguish them — per-person disambiguation is on the roadmap.

DI PIETRO ANDREA

CISCO TECH INC

Distributed model training

Cross-validation of a learning machine model across network devices

Stealth mitigation for simulating the success of an attack

Learning model selection in a distributed network

Attack mitigation using learning machines

Filtering mechanism to reduce false positives of ML-based anomaly detectors and classifiers

Network-based approach for training supervised learning classifiers

Gathering flow characteristics for anomaly detection systems in presence of asymmetrical routing

Dynamic installation of behavioral white labels

Signature creation for unknown attacks

Hierarchical attack detection in a network

Feature aggregation in a computer network

Hierarchical event detection in a computer network

Applying a mitigation specific attack detector using machine learning

Traffic segregation in DDoS attack architecture

Using learning machine-based prediction in multi-hopping networks

Anomaly detection in a computer network

Distributed anomaly detection management

Dynamic device clustering using device profile information

Dynamically adjusting sample rates based on performance of a machine-learning based model for performing a network assurance function in a network assurance system

Trustworthiness index computation in a network assurance system based on data source health monitoring

Designating a voting classifier using distributed learning machines

Dynamic deep packet inspection for anomaly detection

Behavioral white labeling

Distributed learning in a computer network

Verifying network attack detector effectiveness

Distributed supervised architecture for traffic segregation under attack

Network attack detection using combined probabilities

Distributed approach for feature modeling using principal component analysis

Control loop control using broadcast channel to communicate with a node under attack

Quarantine-based mitigation of effects of a local DoS attack

Distributed voting mechanism for attack detection

Model training for on-premise execution in a network assurance system

Pattern discovery from high dimensional telemetry data using machine learning in a network assurance service

Data source modeling to detect disruptive changes in data dynamics

Adaptive capture of packet traces based on user feedback learning

Scheduling a network attack to train a machine learning model

Predicted attack detection rates along a network path

Verifying network attack detector effectiveness

Dynamic tuning of attack detector performance

Ground truth evaluation for voting optimization

Privacy-aware model generation for hybrid machine learning systems

Using raw network telemetry traces to generate predictive insights using machine learning

Designating a voting classifier using distributed learning machines

Increased granularity and anomaly correlation using multi-layer distributed analytics in the network

Sanity check of potential learned anomalies

Behavioral white labeling

Assessing data fidelity in a machine learning-based network assurance system

Dynamic selection of models for hybrid network assurance architectures

DI PIETRO ANDREA

Method for monitoring a network and network including a monitoring functionality