Ram Chillarege

45 papers A* 4A 7Misc 1Journal 14Unranked 18
YearRankTypeTitle / Venue / Authors
2024 J jnl
Computer
Ram Chillarege
2020 Misc conf
SoftCOM
Emilia Cioroaica, Stanislav Chren, Oum-El-Kheir Aktouf, Alf Larsson, Ram Chillarege, Thomas Kuhn, Daniel Schneider, Christian Wolschke
2018 A* conf
ICSE
Patrick J. Morrison, Rahul Pandita, Xusheng Xiao, Ram Chillarege, Laurie A. Williams
2018 J jnl
Empir. Softw. Eng.
Patrick Morrison, Rahul Pandita, Xusheng Xiao, Ram Chillarege, Laurie A. Williams
2017 conf
ISSRE Workshops
Ram Chillarege
2017 conf
HASE
Nuno Silva, Marco Vieira, João Carlos Cunha, Ram Chillarege
2017 conf
ISSRE Workshops
Ram Chillarege
2013 conf
ISSRE (Supplemental Proceedings)
Ram Chillarege
2013 conf
ISSRE (Supplemental Proceedings)
Ram Chillarege
2012 conf
ISSRE Workshops
Ram Chillarege
2011 conf
WoSAR@ISSRE
Ram Chillarege
2010 J jnl
IEEE Secur. Priv.
Ram Chillarege, Jeffrey M. Voas
2006 A conf
ISSRE
Ram Chillarege, P. Santhanam
2004 J jnl
IEEE Trans. Dependable Secur. Comput.
Daniel P. Siewiorek, Ram Chillarege, Zbigniew Kalbarczyk
2003 A conf
ISSRE
Dorron Levy, Ram Chillarege
2002 A conf
DSN
Ram Chillarege, Kothanda Ram Prasad
2002 J jnl
IEEE Softw.
Ram Chillarege
1998 conf
FTCS
Ram Chillarege, Robert W. Horst, Clifford B. Meltzer, Angelo Pruscino, Dalibor F. Vrsalovic
1996 conf
FTCS
Jörgen Christmansson, Ram Chillarege
1996 J jnl
IEEE Trans. Reliab.
Ram Chillarege
1995 conf
ICSM
Michael Buckley, Ram Chillarege
1995 conf
FTCS
Ram Chillarege, Shriram Biyani, Jeanette Rosenthal
1994 J jnl
J. Syst. Softw.
Michael J. Halliday, Inderpal S. Bhandari, Jarir K. Chaar, Ram Chillarege
1994 J jnl
IEEE Micro
Lisa Spainhower, Thomas A. Gregg, Ram Chillarege
1994 A conf
ISSRE
Ram Chillarege, Shriram Biyani
1994 J jnl
IBM Syst. J.
Inderpal S. Bhandari, Michael J. Halliday, Jarir K. Chaar, Ram Chillarege, K. Jones, J. S. Atkinson, Cleo Lepori-Costello, P. Y. Jasper, E. D. Tarver, C. C. Lewis, M. Yonezawa
1994 conf
CASCON
Ram Chillarege
1993 J jnl
IEEE Trans. Software Eng.
Inderpal S. Bhandari, Michael J. Halliday, Eric Tarver, David Brown, Jarir K. Chaar, Ram Chillarege
1993 J jnl
IEEE Trans. Software Eng.
Jarir K. Chaar, Michael J. Halliday, Inderpal S. Bhandari, Ram Chillarege
1993 A conf
ITC
Jarir K. Chaar, Michael J. Halliday, Inderpal S. Bhandari, Ram Chillarege
1993 A conf
ISSRE
Ram Chillarege, Ravishankar K. Iyer, Jean-Claude Laprie, John D. Musa
1993 A conf
ISSRE
Ram Chillarege, Bonnie K. Ray, Al Garrigan, Dave Ruth
1993 conf
Hardware and Software Architectures for Fault Tolerance
Ram Chillarege
1992 conf
FTCS
Mark Sullivan, Ram Chillarege
1992 conf
FTCS
Lisa Spainhower, Jack Isenberg, Ram Chillarege, Joseph Berding
1992 J jnl
IEEE Trans. Software Eng.
Ram Chillarege, Inderpal S. Bhandari, Jarir K. Chaar, Michael J. Halliday, Diane S. Moebus, Bonnie K. Ray, Man-Yuen Wong
1991 conf
FTCS
Ram Chillarege, Robert W. Horst, Daniel P. Siewiorek, Robert S. Swarz
1991 A* conf
ICSE
Ram Chillarege, Wei-lun Kao, Richard G. Condit
1991 conf
FTCS
Mark Sullivan, Ram Chillarege
1989 J jnl
IEEE Trans. Computers
Ram Chillarege, Ravishankar K. Iyer
1989 A* conf
SIGMETRICS
Ram Chillarege
1989 conf
FTCS
Ram Chillarege, Nicholas S. Bowen
1987 J jnl
IEEE Trans. Computers
Ram Chillarege, Ravishankar K. Iyer
1986
Ram Chillarege
1985 A* conf
SIGMETRICS
Ram Chillarege, Ravishankar K. Iyer
yara/README.md
← Index yara/README.md markdown
# YARA Rules Directory

This folder contains YARA rules for scanning binary samples.

## Setting Up YARA-Forge Rules

To use the YARA-Forge rules from [https://github.com/YARAHQ/yara-forge](https://github.com/YARAHQ/yara-forge):

```bash
# Download the latest release
cd /path/to/redb/yara
# wget https://github.com/YARAHQ/yara-forge/releases/latest/download/yara-forge-rules-core.zip
wget https://github.com/YARAHQ/yara-forge/releases/latest/download/yara-forge-rules-extended.zip

# Extract rules
# unzip yara-forge-rules-core.zip
unzip yara-forge-rules-extended.zip
```

Available packages:
- `yara-forge-rules-core.zip` - Core rules (~5,000 rules)
- `yara-forge-rules-extended.zip` - Extended rules (~10,000 rules)
- `yara-forge-rules-full.zip` - Full rules (~11,000+ rules)

## Pre-compiling Rules (Recommended for Production)

For large rulesets like YARA-Forge, pre-compiling rules significantly improves startup time:

```bash
# Pre-compile all rules into a single .yarac file
python -m redb.extractors.yara --compile

# Or specify custom paths
python -m redb.extractors.yara --compile --rules-path /path/to/rules --output /path/to/output.yarac
```

This creates `yara/compiled_rules.yarac` which is loaded automatically on subsequent runs.

### Performance Comparison

| Method | First Scan Startup | Subsequent Scans |
|--------|-------------------|------------------|
| Source files (.yar) | ~10-30 seconds (11k rules) | Instant (cached) |
| Pre-compiled (.yarac) | ~1-2 seconds | Instant (cached) |

## Directory Structure

```
yara/
├── README.md
├── .gitkeep
├── compiled_rules.yarac    # (optional) Pre-compiled rules
├── packages/               # YARA-Forge packages
│   └── core/
│       └── *.yar
└── custom/                 # Your custom rules
    └── my_rules.yar
```

Rules are loaded in this priority:
1. `compiled_rules.yarac` (if exists) - fastest
2. All `.yar` and `.yara` files recursively - compiles on first run

## Usage

### Scan with YARA only

```bash
# Scan local files
python start.py --path /path/to/samples -y --repo my_repo --index_prefix redb

# Scan S3 samples
python start.py --s3 --repo bazaar -y --index_prefix redb

# Dry-run (print results instead of storing in ClickHouse)
python start.py --path /path/to/samples -y --dry-run --repo test --index_prefix redb
```

### Scan already-analyzed samples

Run YARA on samples that were previously analyzed (already in `basic_properties`).
Deduplication is handled by the `yara_matches` table — samples already scanned are
automatically excluded before processing begins:

```bash
# Scan all analyzed macho samples with YARA
python start.py --analyzed --magika macho -y --index_prefix redb

# Scan all analyzed PE samples with YARA
python start.py --analyzed --magika pe -y --index_prefix redb

# Scan all analyzed samples (no filetype filter)
python start.py --analyzed -y --index_prefix redb
```

### Partition large YARA runs by date

Combine `--analyzed` with `--range` to partition millions of samples into
manageable batches. Only samples in `basic_properties` AND within the date
range (by `first_seen` in `catalog_samples`) are processed:

```bash
# Scan analyzed PE samples from Feb 2025
python start.py --range 2025-02-01 2025-02-28 --analyzed --magika pebin -y --index_prefix redb

# Scan analyzed PE samples from first week of March 2025
python start.py --range 2025-03-01 2025-03-08 --analyzed --magika pebin -y --index_prefix redb
```

YARA dedup still applies — re-running a range safely skips already-scanned samples.

### Combined Features + YARA

Run feature extraction and YARA scanning together on the same samples:

```bash
# Local files with features + YARA
python start.py --path /path/to/samples --with-yara --repo my_repo --index_prefix redb

# S3 samples with features + YARA
python start.py --s3 --repo bazaar --with-yara --index_prefix redb
```

### Pre-compile Rules

```bash
# Compile and save to default location (yara/compiled_rules.yarac)
python -m redb.extractors.yara --compile

# Compile with custom paths
python -m redb.extractors.yara --compile --rules-path ./my_rules --output ./compiled.yarac
```

### Sync Rules to Database

Before batch scanning, sync rules to ensure all rule metadata is stored:

```bash
# Sync rules to database
python -m redb.extractors.yara --sync-rules

# Sync with custom source collection name
python -m redb.extractors.yara --sync-rules --source-collection yara-forge-core

# Compile and sync in one command
python -m redb.extractors.yara --compile --sync-rules
```

## ClickHouse Table Schema

YARA data uses a **normalized schema** with two tables for efficient storage.

### Matches Table: `yara_matches`

Stores one row per sample-rule match (optimized with binary sha256 and rule_id):

| Column | Type | Description |
|--------|------|-------------|
| sha256 | FixedString(32) | Binary SHA256 (32 bytes, use `hex(sha256)` to display) |
| rule_id | UInt64 | Unique rule identifier (xxHash64 of canonical rule content) |
| rule_name | LowCardinality(String) | YARA rule name (denormalized for convenience) |
| scan_date | DateTime64(3, 'UTC') | Scan timestamp |
| match_strings | Array(String) | Matched string identifiers |

### Rules Table: `yara_rules`

Stores rule metadata once per unique rule (deduplicated by rule_id):

| Column | Type | Description |
|--------|------|-------------|
| rule_id | UInt64 | Unique rule identifier (xxHash64 of canonical rule content) |
| rule_name | String | YARA rule name |
| source_collection | LowCardinality(String) | Source collection (e.g., 'yara-forge-core', 'malpedia') |
| ingested_at | DateTime64(3, 'UTC') | When this rule was ingested |
| rule_text | String | Full rule source code |
| rule_meta | JSON | Rule metadata (author, description, reference, etc.) |
| rule_tags | Array(LowCardinality(String)) | Rule tags |

### Schema Benefits

- **Binary SHA256**: 32 bytes vs 64 bytes (50% storage savings on hash columns)
- **UInt64 rule_id**: Fast joins and lookups via integer key
- **Content-based rule_id**: xxHash64 of canonical rule content (excluding metadata) for deduplication
- **Denormalized rule_name**: Allows queries without joins for common use cases

### Example Queries

```sql
-- Get matches with hex sha256
SELECT
    hex(m.sha256) as sha256,
    m.rule_name,
    m.match_strings
FROM yara_matches m
WHERE m.sha256 = unhex('abc123...')

-- Join with rules for full metadata
SELECT
    hex(m.sha256) as sha256,
    m.rule_name,
    m.match_strings,
    r.rule_meta,
    r.source_collection
FROM yara_matches m
JOIN yara_rules r ON m.rule_id = r.rule_id
WHERE m.sha256 = unhex('abc123...')

-- Find all samples matching a specific rule
SELECT hex(sha256), scan_date
FROM yara_matches
WHERE rule_name = 'APT_Lazarus_Loader'
ORDER BY scan_date DESC
```

## Environment Variables

| Variable | Description | Default |
|----------|-------------|---------|
| `YARA_RULES_PATH` | Override the YARA rules directory | `yara/` |
| `YARA_COMPILED_RULES` | Compiled rules filename | `compiled_rules.yarac` |
| `YARA_SOURCE_COLLECTION` | Default source collection name | `default` |