To analyze millions of intercepted messages for threats while preserving privacy across agencies, the BEST approach is:
- Uploading all raw data publicly
- Deleting all data
- Federated learning with on-device/secure processing
- Manual reading only
Explanation
Federated learning enables collaborative
analysis without centralizing raw private data.
Related MCQs
- k-fold cross-validation
- Single holdout only
- Manual guessing
- No validation
اس سوال کو وضاحت کے ساتھ پڑھیں
- Data poisoning
- Tokenization
- Pooling
- Padding
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- AI-text detection/classifiers
- Image sharpening
- Disk cloning
- Path planning
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- They map data into dense numeric vectors capturing meaning
- They delete data
- They are image filters
- They are encryption keys
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- ANPR using computer vision + OCR
- Text summarization
- NLP sentiment analysis
- Audio clustering
اس سوال کو وضاحت کے ساتھ پڑھیں
