Question
SunLife
CA
Last activity: 22 Aug 2024 11:16 EDT
NLP Model : Security related questions
In order to use an NLP Model for incoming email categorization we need to provide the following for the security review:
1) technology stack. Libraries used, etc.
2) Is training data encrypted at rest when imported to train the model
3) When the csv file is uploaded , is the data kept anywhere in the file system.
4) Is any communication happening to the outside world? (the way it can happen with gen ai solutions)
Pegasystems Inc.
GB
To use an NLP Model for incoming email categorization, you need to provide the following for the security review:
- Technology Stack and Libraries Used: Pega Platform uses a combination of proprietary and open-source technologies for NLP, including libraries for natural language processing and machine learning.
- Encryption of Training Data: Yes, training data is encrypted at rest when imported to train the model.
- Storage of Uploaded CSV Files: When a CSV file is uploaded for training, the data is stored in the Pega database.
- External Communication: No, there is no communication to the outside world for NLP model training and usage within Pega. All processing is done internally within the Pega Platform, ensuring data privacy and security.
⚠ This is a GenAI-powered tool. All generated answers require validation against the provided references
Using email bots for natural language processing and machine learning in Pega
Preprocessing emails to get the right content > Configuration
To use an NLP Model for incoming email categorization, you need to provide the following for the security review:
- Technology Stack and Libraries Used: Pega Platform uses a combination of proprietary and open-source technologies for NLP, including libraries for natural language processing and machine learning.
- Encryption of Training Data: Yes, training data is encrypted at rest when imported to train the model.
- Storage of Uploaded CSV Files: When a CSV file is uploaded for training, the data is stored in the Pega database.
- External Communication: No, there is no communication to the outside world for NLP model training and usage within Pega. All processing is done internally within the Pega Platform, ensuring data privacy and security.
⚠ This is a GenAI-powered tool. All generated answers require validation against the provided references
Using email bots for natural language processing and machine learning in Pega
Preprocessing emails to get the right content > Configuration
Exploring text predictions and text analyzers > Text analytics model { .section}
Email bot training > Training record collection and review