From 56bc7796cc57032f4c0b22829de22e86ab4d523f Mon Sep 17 00:00:00 2001 From: pranavmanivannan Date: Wed, 23 Jul 2025 21:31:30 -0700 Subject: [PATCH 01/38] cleanup + gitignore update --- .gitignore | 5 +- .ipynb_checkpoints/README-checkpoint.md | 70 ------------------ .ipynb_checkpoints/pyproject-checkpoint.toml | 28 ------- .runJaxGin.sh.swp | 0 .vscode/settings.json | 3 - weights/checkpoint_10/_CHECKPOINT_METADATA | 1 - weights/checkpoint_10/_METADATA | 1 - weights/checkpoint_10/_sharding | 1 - .../checkpoint_10/array_metadatas/process_0 | 1 - .../d/85bb797189b91de645cc09202167b979 | Bin 59454 -> 0 bytes weights/checkpoint_10/manifest.ocdbt | Bin 118 -> 0 bytes .../d/1d2ac04c6579f3d8c6d751ec125a08ca | Bin 171 -> 0 bytes .../d/592716ea24d3ab6a96012664b908c6df | Bin 679 -> 0 bytes .../d/b2da5b3705e76f0908e019f11e6c4fbc | Bin 703 -> 0 bytes .../d/dbc05a4fec106f56e6164ec6ca36e830 | Bin 1591414 -> 0 bytes .../ocdbt.process_0/manifest.ocdbt | Bin 246 -> 0 bytes 16 files changed, 3 insertions(+), 107 deletions(-) delete mode 100644 .ipynb_checkpoints/README-checkpoint.md delete mode 100644 .ipynb_checkpoints/pyproject-checkpoint.toml delete mode 100644 .runJaxGin.sh.swp delete mode 100644 .vscode/settings.json delete mode 100644 weights/checkpoint_10/_CHECKPOINT_METADATA delete mode 100644 weights/checkpoint_10/_METADATA delete mode 100644 weights/checkpoint_10/_sharding delete mode 100644 weights/checkpoint_10/array_metadatas/process_0 delete mode 100644 weights/checkpoint_10/d/85bb797189b91de645cc09202167b979 delete mode 100644 weights/checkpoint_10/manifest.ocdbt delete mode 100644 weights/checkpoint_10/ocdbt.process_0/d/1d2ac04c6579f3d8c6d751ec125a08ca delete mode 100644 weights/checkpoint_10/ocdbt.process_0/d/592716ea24d3ab6a96012664b908c6df delete mode 100644 weights/checkpoint_10/ocdbt.process_0/d/b2da5b3705e76f0908e019f11e6c4fbc delete mode 100644 weights/checkpoint_10/ocdbt.process_0/d/dbc05a4fec106f56e6164ec6ca36e830 delete mode 100644 weights/checkpoint_10/ocdbt.process_0/manifest.ocdbt diff --git a/.gitignore b/.gitignore index 9d933e6..3993e62 100755 --- a/.gitignore +++ b/.gitignore @@ -226,5 +226,6 @@ cfg_constructor/out **/logdat **/.ipynb_checkpoints **/*.swp -!**/demo_file_id.txt - +**/demo_file_id.txt +**/.vscode +**/weights diff --git a/.ipynb_checkpoints/README-checkpoint.md b/.ipynb_checkpoints/README-checkpoint.md deleted file mode 100644 index ce4eedb..0000000 --- a/.ipynb_checkpoints/README-checkpoint.md +++ /dev/null @@ -1,70 +0,0 @@ -# Malware-Analysis - -## Environment Setup - -Install poetry -`pip install poetry` - -Install dependencies -`poetry install` - -Enter Poetry Shell -`poetry shell` - -Prior to running scripts in GraphIsomorphismNetwork/JAX-GIN branch, run `unset LD_LIBRARY_PATH` to ensure that the jax library can properly use cuda devices. - -## Running the CFG Constructor Tool `(src/cfg_constructor)` - -To generate Control Flow Graphs (CFGs) from binary files, use the `cfg_creator.py` script. This script analyzes binary files and creates CFGs, which can be visualized or saved in different formats. - -### Usage - -Run the script from the root directory using the following command: -```sh -python src/cfg_constructor/cfg_creator.py --data-dir --vis-mode --job-id --id-list -``` - -Args: -- `--data-dir`: Path to the directory containing the binary files in the parent directory. (str, default='data') -- `--vis-mode`: Visualization mode. 0 = visualize in window, 1 = save as HTML docs, 2 = save graphs w/o visualizing as edgelists and `csv` for node values. (int, default=2) -- `--job-id`: int for job id for use for logging + avoiding reprocessing already processed data based on job_id, vis_mode, and data dir (int, default=0) -- `--id-list`: [OPTIONAL] .txt file with a list of ids to constrain processing to (str, default='', no file input; if a file is put in, it must be a valid `.txt` file which is a list of ids, single id per line) - - Note: if using the `--id-list` option, reference the `src/cfg_constructor/demo_file_id.txt` for how your input file should be formatted. If not, the tool will automatically create graphs for all files in the specified data directory. - -Output will be stored dependent on the vis_mode: -- vis_mode=0: no saved output, graphs will be displayed in GUI -- vis_mode=1: HTML files in `cfg_constructor/out/out_html` -- vis_mode=2: CSV files in `cfg_constructor/out/out_adjacency_matrices` - -Example usage from my machine: -``` -(malware-analysis-py3.12) me@mac Malware-Analysis % - python cfg_constructor/cfg_creator.py --data_dir data --vis_mode 2 --job_id 0 -``` - -This goes to the root directory of the repository and runs the constructor from a `data` dir (also in the root directory), visualizes each with mode `2` (saving adjacency lists to specified dir above), and assigns job_id `0` for logging (i.e. program crashes, can easily resume) - -If a logging file with the existing job already exists, the script will load that and silently skip any files marked as processed by that log file. - -## Methodology -Using Static Analysis (deconstruction of binaries without execution) to extract Control Flow Graphs from a binary. - -Leverage Graph Neural Networks trained on these CFGs to classify an arbitrary binary as malicious or benign. -We aim to primarily utilize a dataset of 200k+ Windows PE binaries [linked here](https://practicalsecurityanalytics.com/pe-malware-machine-learning-dataset/) - -## Goal -Produce a pipeline capable of performing deconstruction + inference **very fast**. - -Feature based models (i.e. XGBoost -> tree model, Yara Rules -> condition matching) can run in <1s and NLP tools (i.e. Kilogram paper -> n-gram analysis) can also run fairly fast. - -Our hypothesis is that GNNs can capture more complex characteristics of malicious binaries via their CFGs and by training a large model and compressing it to a smaller downstream one, we can match the accuracy of feature based approaches with a fairly close inference time as well. - -## Compression Techniques - -TBD - do more research here. Added potential ones but requires more insight -- Distillation (teaching a smaller downstream model to learn the behavior of the large model; famous from DistilBERT) -- Quantization (possibly quantization aware training to facilitate this approach) -- Pruning (self explanatory; remove weights determined as irrelevant by some arbitrary technique) -- Theoretical Optimization based on BERT-of-Theseus paper - - Paper is centered around replacing large BERT modules with small modules while training to get small modules to mimic behavior of large ones in network - - Depends on GNN architecture but could this be applied here? Can we have an optimization method where modules with 50%, 75% less params than large-GNN modules are randomly inserted in some trained network and trained to mimic the role of the large modules (similar to distillation but incorporated in the network)? diff --git a/.ipynb_checkpoints/pyproject-checkpoint.toml b/.ipynb_checkpoints/pyproject-checkpoint.toml deleted file mode 100644 index 6cee724..0000000 --- a/.ipynb_checkpoints/pyproject-checkpoint.toml +++ /dev/null @@ -1,28 +0,0 @@ -[tool.poetry] -name = "malware-analysis" -version = "0.1.0" -description = "environment for static analysis of malware" -authors = ["Aarav Gupta "] -readme = "README.md" - -[tool.poetry.dependencies] -python = "^3.12" -networkx = "^3.3" -matplotlib = "^3.9.1.post1" -tqdm = "^4.66.5" -pyvis = "^0.3.2" -pandas = "^2.2.2" -click = "^8.1.7" -setuptools = "^72.1.0" -wheel = "^0.44.0" -setuptools-rust = "^1.10.1" -iced-x86 = "^1.21.0" -scipy = "^1.14.0" -jax = "^0.5.3" -flax = "^0.10.4" -torch = "^2.7.1" - - -[build-system] -requires = ["poetry-core"] -build-backend = "poetry.core.masonry.api" \ No newline at end of file diff --git a/.runJaxGin.sh.swp b/.runJaxGin.sh.swp deleted file mode 100644 index e69de29..0000000 diff --git a/.vscode/settings.json b/.vscode/settings.json deleted file mode 100644 index 7f10923..0000000 --- a/.vscode/settings.json +++ /dev/null @@ -1,3 +0,0 @@ -{ - "idf.pythonInstallPath": "/opt/anaconda3/bin/python" -} \ No newline at end of file diff --git a/weights/checkpoint_10/_CHECKPOINT_METADATA b/weights/checkpoint_10/_CHECKPOINT_METADATA deleted file mode 100644 index 3b9ec13..0000000 --- a/weights/checkpoint_10/_CHECKPOINT_METADATA +++ /dev/null @@ -1 +0,0 @@ -{"item_handlers": "orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler", "metrics": {}, "performance_metrics": {}, "init_timestamp_nsecs": 1742949866281792936, "commit_timestamp_nsecs": 1742949866840282865, "custom_metadata": {}} \ No newline at end of file diff --git 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