Science Score: 54.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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✓Committers with academic emails
3 of 8 committers (37.5%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (16.3%) to scientific vocabulary
Repository
Rust Memory Safety & Undefined Behavior Detection
Basic Info
Statistics
- Stars: 1,348
- Watchers: 28
- Forks: 48
- Open Issues: 12
- Releases: 0
Metadata Files
README.md
Rudra
Rudra is a static analyzer to detect common undefined behaviors in Rust programs. It is capable of analyzing single Rust packages as well as all the packages on crates.io.
Rudra and its associated paper received the Distinguished Artifact Award at the 28th ACM Symposium on Operating Systems Principles 2021 (SOSP '21). (PDF, short talk, long talk)
You can find the list of bugs found by Rudra at Rudra-PoC repository.
Usage
The easiest way to use Rudra is to use Docker.
- First, make sure your system has Docker and Python 3 installed.
- Add
rudra:latestimage on your system. There are two ways of doing this:docker pull ghcr.io/sslab-gatech/rudra:master && docker tag ghcr.io/sslab-gatech/rudra:master rudra:latest- Alternatively, you can build your own image with
docker build . -t rudra:latest
- Run
./setup_rudra_runner_home.py <directory>and setRUDRA_RUNNER_HOMEto that directory. Example:./setup_rudra_runner_home.py ~/rudra-home && export RUDRA_RUNNER_HOME=$HOME/rudra-home.- There are two scripts,
./setup_rudra_runner_home.pyand./setup_rudra_runner_home_fixed.py. In general,./setup_rudra_runner_home.pyshould be used unless you want to reproduce the result of the paper with a fixed cargo index.
- There are two scripts,
- Add
docker-helperin Rudra repository to$PATH. Now you are ready to test Rudra!
For development, you might want to install Rudra on your host system. See DEV.md for advanced usage and development guide.
Run Rudra on a single project
docker-cargo-rudra <directory>
The log and report are printed to stderr by default.
Run Rudra as GitHub Action
Rudra can be run as a GitHub Action allowing the static analyze to be used in an Action workflow.
```yml
Run Rudra
- name: Rudra uses: sslab-gatech/Rudra@master ```
Run Rudra with different compiler version
Rudra is tied to a specific Rust compiler version,
and it can only analyze projects that compiles with this version of the compiler.
master branch uses nightly-2021-10-21 version of Rust right now.
Check the version page for all supported versions.
Known Issues
- Rudra does not support workspaces (#11). You can install Rudra on your host system (see DEV.md) and run analysis in the subdirectories to sidestep the problem for now.
- Rudra does not support suppressing warnings in specific locations. This could cause a usability issue when used in CI/CD due to false positives.
Bug Types Detected by Rudra
Rudra currently detects the following bug types. For the full detail, please check our SOSP 2021 paper.
Panic Safety (Unsafe code that can create memory-safety issues when panicked)
Detects when unsafe code may lead to memory safety issues if a user provided
closure or trait panics. For example, consider a function that dereferences a
pointer with ptr::read, duplicating its ownership and then calls a user
provided function f. This can lead to a double-free if the function f
panics.
See this section of the Rustonomicon for more details.
```rust while idx < len { let ch = unsafe { self.getunchecked(idx..len).chars().next().unwrap() }; let chlen = ch.len_utf8();
// Call to user provided predicate function f that can panic.
if !f(ch) {
del_bytes += ch_len;
} else if del_bytes > 0 {
unsafe {
ptr::copy(
self.vec.as_ptr().add(idx),
self.vec.as_mut_ptr().add(idx - del_bytes),
ch_len,
);
}
}
// Point idx to the next char
idx += ch_len;
} ```
Example: rust#78498
Higher Order Invariant (Assumed properties about traits)
When code assumes certain properties about trait methods that aren't enforced,
such as expecting the Borrow trait to return the same reference on multiple
calls to borrow.
rust
let mut g = Guard { len: buf.len(), buf };
// ...
Ok(n) => g.len += n,
Example: rust#80894
Send Sync Variance (Unrestricted Send or Sync on generic types)
This occurs when a type generic over T implements Send or Sync without having
correct bounds on T.
rust
unsafe impl<T: ?Sized + Send, U: ?Sized> Send for MappedMutexGuard<'_, T, U> {}
unsafe impl<T: ?Sized + Sync, U: ?Sized> Sync for MappedMutexGuard<'_, T, U> {}
Example: futures#2239
Bugs Found by Rudra
Rudra was ran on the entirety of crates.io state as of July 4th, 2020 as well
as the Rust standard library from nightly-2020-08-26. It managed to find 264
new memory safety issues across the Rust ecosystem which resulted in 76 CVEs.
The details of these bugs can be found in the Rudra-PoC repo.
License
Licensed under either of
- Apache License, Version 2.0, (LICENSE-APACHE or http://www.apache.org/licenses/LICENSE-2.0)
- MIT license (LICENSE-MIT or http://opensource.org/licenses/MIT)
at your option.
Contribution
Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in the work by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.
Owner
- Name: gts3.org (SSLab@Gatech)
- Login: sslab-gatech
- Kind: organization
- Email: sslab@cc.gatech.edu
- Location: School of Computer Science, Georgia Tech
- Website: https://gts3.org
- Twitter: SSLab_Gatech
- Repositories: 30
- Profile: https://github.com/sslab-gatech
https://gts3.org
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: Bae
given-names: Yechan
affiliation: "Georgia Institute of Technology"
- family-names: Kim
given-names: Youngsuk
affiliation: "Georgia Institute of Technology"
- family-names: Askar
given-names: Ammar
affiliation: "Georgia Institute of Technology"
- family-names: Lim
given-names: Jungwon
affiliation: "Georgia Institute of Technology"
- family-names: Kim
given-names: Taesoo
affiliation: "Georgia Institute of Technology"
title: "Rudra Static Analyzer"
date-released: 2021-10-26
version: 0.1.0
url: "https://github.com/sslab-gatech/Rudra"
preferred-citation:
# This part is currently incomplete (no page numbers, etc.) and will be filled after the conference.
type: conference-paper
authors:
- family-names: Bae
given-names: Yechan
affiliation: "Georgia Institute of Technology"
- family-names: Kim
given-names: Youngsuk
affiliation: "Georgia Institute of Technology"
- family-names: Askar
given-names: Ammar
affiliation: "Georgia Institute of Technology"
- family-names: Lim
given-names: Jungwon
affiliation: "Georgia Institute of Technology"
- family-names: Kim
given-names: Taesoo
affiliation: "Georgia Institute of Technology"
journal: "ACM Symposium on Operating Systems Principles (SOSP)"
month: 10
title: "Rudra: Finding Memory Safety Bugs in Rust at the Ecosystem Scale"
year: 2021
GitHub Events
Total
- Issues event: 4
- Watch event: 37
- Issue comment event: 4
- Pull request review event: 1
- Pull request event: 2
- Fork event: 8
Last Year
- Issues event: 4
- Watch event: 37
- Issue comment event: 4
- Pull request review event: 1
- Pull request event: 2
- Fork event: 8
Committers
Last synced: 11 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Yechan Bae | y****n@g****u | 174 |
| ykim837 | y****7@g****u | 66 |
| Ammar Askar | a****r@a****m | 11 |
| Noah Stiltner | n****1@l****u | 5 |
| GeekMasher | g****r@g****m | 4 |
| setuid0 | s****0@p****m | 3 |
| bjorn3 | b****3 | 2 |
| Rajiv Shah | r****1@i****m | 2 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 11 months ago
All Time
- Total issues: 36
- Total pull requests: 18
- Average time to close issues: 9 months
- Average time to close pull requests: 24 days
- Total issue authors: 21
- Total pull request authors: 9
- Average comments per issue: 1.83
- Average comments per pull request: 2.28
- Merged pull requests: 13
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 9
- Pull requests: 3
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 3
- Pull request authors: 1
- Average comments per issue: 0.33
- Average comments per pull request: 0.33
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- stoneman258 (4)
- Qwaz (3)
- sobolevn (1)
- r-wheeler (1)
- zjp-CN (1)
- Luro02 (1)
- Morganamilo (1)
- aytey (1)
- sydhds (1)
- GeekMasher (1)
- VaynNecol (1)
- kirawi (1)
- fuzious (1)
- SocialistDalao (1)
- Bergmann89 (1)
Pull Request Authors
- stoneman258 (4)
- Qwaz (4)
- JOE1994 (2)
- bjorn3 (2)
- nstilt1 (2)
- ammaraskar (1)
- rajivshah3 (1)
- GeekMasher (1)
- rex4539 (1)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
- addr2line 0.15.2
- adler 1.0.2
- ahash 0.3.8
- autocfg 1.0.1
- backtrace 0.3.60
- bitflags 1.2.1
- cargo_metadata 0.11.4
- cc 1.0.69
- cfg-if 0.1.10
- cfg-if 1.0.0
- chrono 0.4.19
- const-random 0.1.13
- const-random-macro 0.1.13
- crunchy 0.2.2
- dashmap 3.11.10
- doc-comment 0.3.3
- either 1.6.1
- fern 0.6.0
- getrandom 0.2.3
- gimli 0.24.0
- hermit-abi 0.1.19
- if_chain 1.0.1
- instant 0.1.10
- itoa 0.4.7
- lazy_static 1.4.0
- libc 0.2.98
- lock_api 0.4.4
- log 0.4.14
- maplit 1.0.2
- memchr 2.4.0
- miniz_oxide 0.4.4
- num-integer 0.1.44
- num-traits 0.2.14
- num_cpus 1.13.0
- object 0.25.3
- once_cell 1.8.0
- parking_lot 0.11.1
- parking_lot_core 0.8.3
- proc-macro-hack 0.5.19
- proc-macro2 1.0.27
- quote 1.0.9
- redox_syscall 0.2.9
- rustc-demangle 0.1.20
- rustc_version 0.2.3
- ryu 1.0.5
- scopeguard 1.1.0
- semver 0.9.0
- semver 0.10.0
- semver-parser 0.7.0
- serde 1.0.126
- serde_derive 1.0.126
- serde_json 1.0.64
- smallvec 1.6.1
- snafu 0.6.10
- snafu-derive 0.6.10
- syn 1.0.73
- termcolor 1.1.2
- time 0.1.43
- tiny-keccak 2.0.2
- toml 0.5.8
- unicode-xid 0.2.2
- wait-timeout 0.2.0
- wasi 0.10.2+wasi-snapshot-preview1
- which 4.1.0
- winapi 0.3.9
- winapi-i686-pc-windows-gnu 0.4.0
- winapi-util 0.1.5
- winapi-x86_64-pc-windows-gnu 0.4.0
- 205 dependencies
- actions/checkout v2 composite
- docker/build-push-action v2.7.0 composite
- docker/login-action v1.10.0 composite
- docker/metadata-action v3.5.0 composite
- satackey/action-docker-layer-caching v0.0.11 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- actions/cache v2 composite
- actions/checkout v2 composite
- .github/action.Dockerfile * docker
- buildpack-deps buster build
- rudra 2020-08-26 build