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Description
The causal discovery in detection/causal_discovery.py uses the PC algorithm to learn a causal DAG from observational
data. Purely data-driven causal graphs can contain spurious edges or miss ...
advanced
Inkman007
Description
A sophisticated wash trade actor who knows LedgerLens is monitoring them could craft transactions specifically designed
to move their Benford and ML features away from the suspicious region. ...
advanced
Describe the bug
With the Quarkus Gradle plugin configured to run dev mode in-process in the Gradle worker, i.e.
systemProp.gradle.quarkus.gradle-worker.no-process=true in gradle.properties (or
-Dgradle.quarkus.gradle-worker.no-process=true), ...
area/gradle
kind/bug
Eng-Fouad
Description
The active learning annotation queue in detection/active_learning/annotation_queue.py currently uses a simple
uncertainty heuristic (entropy of predicted probabilities) to prioritise samples ...
advanced
Validity Version
3.5.0
NetBox Version
4.6.3
Python Version
any
Steps to Reproduce
1. Set up dynamic pairs according to the docs
2. Write a test with expression using device.dynamic_pair.config, ...
amyasnikov
Description
The federated coordinator currently uses simple FedAvg (plain average of participant updates). A Byzantine participant —
one that is compromised, malfunctioning, or deliberately adversarial ...
advanced
Description
The federated learning coordinator in detection/federated/coordinator.py currently aggregates model updates from
participants in plaintext. A malicious or compromised coordinator can reconstruct ...
advanced
Description
Wash trade rings evolve over time: participants join and leave, trading intensity changes, and rings may go dormant and
re-activate. The current GNN encoder in detection/gnn_encoder.py treats ...
advanced
Description
The current detection/wallet_graph.py builds homogeneous wallet-to-wallet graphs weighted by shared trading activity.
Wash trade rings on the Stellar DEX often span multiple asset pairs and ...
advanced
Description
The current Kafka consumer in streaming/kafka_worker.py commits offsets after processing each batch, providing
at-least-once delivery. Duplicate trade events can cause double-counting in Benford ...
advanced
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Learn how you can use GitHub Issues to plan and track your work.
Save views for sprints, backlogs, teams, or releases. Rank, sort, and filter issues to suit the occasion. The possibilities are endless.Learn more about GitHub IssuesProTip! Restrict your search to the title by using the in:title qualifier.