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GitHub - MatrixAINetwork/MATRIXAI: Matrix's AI research and related cont...

 5 years ago
source link: https://github.com/MatrixAINetwork/MATRIXAI
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README.md

WEEKLY UPDATES on MATRIX SMARTCONTRACT PROJECT

11th June - 15th June, 2018

Semantic Computing
  • Discuss and research on how to achieve auto extraction of contract semantics

  • Propose a high-level design on auto extraction of contract semantics based on contract CFG (Control Flow Graph)

  • Employ EVM bytecode parsing framework to generate CFG and automatically extract eigenvectors, as well as execute simple tests

  • Finalized a Semantic Computing blueprint which is based on contract eigenvectors, including algorithm design, third-party libraries selection, the building of developing enviromnets, etc. Semantic Computing is currently in dev phase

Upgradable and Safe VM
  • Discuss and research on how to address VM architecture and implementation details; go through go-ethereum VM code structures and dev interfaces;

  • Finalize the high-level safe upgrade design for the VM end

  • Based on the VM implementations of go-ethereum1.8.11, we completed the extensions to core module of interpreter, as well as JUMP_TABLE mapping

  • Introduced a "Patched Contract" support to the VM, and added a —patchfile command line option;

  • Prepared use cases for regression testing on new features;

  • Completed a demo version of "Patched Contract" on VM side against BEC/SMT overflow vulnerbility.

18th June - 22th June, 2018

Semantic Computing
  • Achieve the goal of automatic extraction of contract semantics characteristics as regards the EVM bytecode instructions; tests also done;

  • Completed the training process to the GAlib-based semantic computing model, and performed the fitting training of simple data set for the model parameters;

  • Completed framework codes for contract semantics clustering; finalized the use of third party libraries and the format of interactive data;

  • Carrying out the analysis work on contract semantics template ; omnichannel preparations for demo use; as well as result analysis.

Upgradable and Safe VM
  • Go on with the development of "Patched Contract", and go through code structures based on step-by-step debugging;

  • Completed the development work of Transaction Function Recognition, and extended on the map data structure in statedb;

  • Determined the implementation plan of patch permission authentication mechanism, focusing on the authentication scheme based on account address;

  • Conducted research on contract upgrade, existing technology roadmap of patches, as well as coding design patterns;

  • Built up a private chain for testing purpose, and completed the application of contract patches on the private chain

25th June - 29th June, 2018

Semantic Computing
  • Completed the automatic framework of Semantic Computing, including characteristics extraction, model training and clustering;

  • Complated the crawling and preparation of datasets;

  • Optimized the training process to the GAlib-based semantic computing model, and completed the fitting training of contract code dataset for the model parameters;

  • Completed the code similarity calculation algorithm based on Bipartie Matching algorithm;

  • Completed the premilinary real contract data semantics clustering with not so ideal results; result analysis and extended experiments are in progress;

  • Discussed together on the plan of framework optimization

Upgradable and Safe VM
  • Research and discuss on contract upgrade plans and come out with a report; discuss on limitations and application scenarios of each upgrade plan;
  • Go on with the development of "Patched Contract", refactor the code implementations under Core package; go through code structures based on step-by-step debugging;
  • Implement refactoring and optimizations on VM codes deployed and upgraded on private chain;
  • Read through go-ethereum API documetns and principles, as well as web3 related documents;
  • Get down with technical proposal design on upgradable contract and VM

3rd July - 7th July, 2018

Semantic Computing
  • Completed the semantics analysis on the current token based or walled based contract, and summarized several typical application scenarios;

  • Completed design on automatically generated interaction scenarios by smart contracts;

  • Completed the framework implementation of cluster based smartcontract semantics computing tools;

  • Achieved the optimized extraction of semantic information, and completed the automatic training of weighting parameter based on GAlib;

Upgradable and Safe VM
  • Discuss and research on the design scheme of Fault Tolerance system, analysing the practicability from the perspectives of technology and application of this proposal

  • Go on with the development of "Patched Contract" supporting VM, and completed the optimized implementation of the PC address redirecting;

  • Regarding the security vulnerability prediction engine related work, we focused on the taint analysis technology, and analyzed the feasibility of this technology at the virtual machine level;

  • Completed the merge of open-source taint analysis and patching;

  • Performed testing and debugging on security vulnerability prediction functions in private test-net.


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