Onur Dizdar

74 papers B 3Journal 64Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
IEEE Wirel. Commun.
Ankit Gupta, Onur Dizdar, Yun Chen, Fehmi Emre Kadan, Chi-Ming Leung, Stephen Wang
2026 J jnl
IEEE Trans. Wirel. Commun.
Ankit Gupta, Onur Dizdar, Yun Chen, Fehmi Emre Kadan, Ata Sattarzadeh, Stephen Wang
2025 J jnl
IEEE Wirel. Commun. Lett.
Longfei Yin, Julia Equi, Fehmi Emre Kadan, Onur Dizdar, Ankit Gupta, Yun Chen, Gábor Fodor, Stephen Wang
2025 J jnl
IEEE Wirel. Commun. Lett.
Fehmi Emre Kadan, Ankit Gupta, Onur Dizdar, Ata Sattarzadeh, Yun Chen, Longfei Yin, Stephen Wang
2025 J jnl
IEEE Commun. Lett.
Yun Chen, Onur Dizdar, Ankit Gupta, Stephen Wang
2025 J jnl
CoRR
Ankit Gupta, Onur Dizdar, Yun Chen, Fehmi Emre Kadan, Ata Sattarzadeh, Stephen Wang
2025 J jnl
IEEE Wirel. Commun. Lett.
Ata Sattarzadeh, Onur Dizdar, Venkateswara Battula, Stephen Wang
2025 J jnl
CoRR
Ankit Gupta, Onur Dizdar, Yun Chen, Fehmi Emre Kadan, Ata Sattarzadeh, Stephen Wang
2025 J jnl
IEEE Trans. Commun.
Mehmet Mert Sahin, Onur Dizdar, Bruno Clerckx, Huseyin Arslan
2025 J jnl
IEEE Commun. Stand. Mag.
Sundar Aditya, Yong Jin Daniel Kim, David Vargas, David Redgate, Onur Dizdar, Neil Bhushan, Xinze Lyu, Sibo Zhang, Stephen Wang, Bruno Clerckx
2025 J jnl
IEEE Wirel. Commun. Lett.
Fehmi Emre Kadan, Onur Dizdar, Stephen Wang
2024 J jnl
IEEE Wirel. Commun. Lett.
Fehmi Emre Kadan, Onur Dizdar, Stephen Wang
2024 J jnl
IEEE Trans. Wirel. Commun.
Rafael Cerna-Loli, Onur Dizdar, Bruno Clerckx, Petar Popovski
2024 J jnl
IEEE Trans. Wirel. Commun.
Onur Dizdar, Ata Sattarzadeh, Yi Xien Yap, Stephen Wang
2024 J jnl
IEEE Wirel. Commun. Lett.
Onur Dizdar, Stephen Wang
2024 J jnl
CoRR
Ankit Gupta, Onur Dizdar, Yun Chen, Stephen Wang
2023 J jnl
CoRR
Onur Dizdar, Ata Sattarzadeh, Yi Xien Yap, Stephen Wang
2023 B conf
GLOBECOM
Yi Xien Yap, Neil Bhushan, Onur Dizdar, Ata Sattarzadeh, David Redgate, Venkateswara Battula, Stephen Wang
2023 J jnl
CoRR
Yi Xien Yap, Neil Bhushan, Onur Dizdar, Ata Sattarzadeh, David Redgate, Venkateswara Battula, Stephen Wang
2023 J jnl
CoRR
Rafael Cerna-Loli, Onur Dizdar, Bruno Clerckx, Petar Popovski
2023 J jnl
IEEE Trans. Veh. Technol.
Yunnuo Xu, Yijie Mao, Onur Dizdar, Bruno Clerckx
2023 J jnl
IEEE Trans. Wirel. Commun.
Rafael Cerna-Loli, Onur Dizdar, Bruno Clerckx, Cong Ling
2023 J jnl
IEEE Commun. Lett.
Mehmet Mert Sahin, Onur Dizdar, Bruno Clerckx, Huseyin Arslan
2023 J jnl
CoRR
Mehmet Mert Sahin, Onur Dizdar, Bruno Clerckx, Huseyin Arslan
2023 J jnl
CoRR
Mehmet Mert Sahin, Onur Dizdar, Bruno Clerckx, Huseyin Arslan
2023 J jnl
CoRR
Onur Dizdar, Ata Sattarzadeh, Yi Xien Yap, Stephen Wang
2023 conf
CSCN
Sundar Aditya, Onur Dizdar, David Vargas, Bruno Clerckx, Stephen Wang, Xinze Lyu, Sibo Zhang
2023 J jnl
CoRR
Onur Dizdar, Stephen Wang
2023 J jnl
IEEE Commun. Lett.
Jiawei Xu, Onur Dizdar, Bruno Clerckx
2023 J jnl
IEEE Open J. Commun. Soc.
Sundar Aditya, Onur Dizdar, Bruno Clerckx, Xueru Li
2022 J jnl
CoRR
Onur Dizdar, Aryan Kaushik, Bruno Clerckx, Christos Masouros
2022 J jnl
IEEE Open J. Commun. Soc.
Onur Dizdar, Aryan Kaushik, Bruno Clerckx, Christos Masouros
2022 J jnl
CoRR
Yunnuo Xu, Yijie Mao, Onur Dizdar, Bruno Clerckx
2022 J jnl
CoRR
Rafael Cerna-Loli, Onur Dizdar, Bruno Clerckx, Cong Ling
2022 J jnl
IEEE Trans. Veh. Technol.
Yunnuo Xu, Yijie Mao, Onur Dizdar, Bruno Clerckx
2022 J jnl
CoRR
Anup Mishra, Yijie Mao, Onur Dizdar, Bruno Clerckx
2022 J jnl
IEEE Commun. Lett.
Anup Mishra, Yijie Mao, Onur Dizdar, Bruno Clerckx
2022 J jnl
IEEE Commun. Lett.
Longfei Yin, Yijie Mao, Onur Dizdar, Bruno Clerckx
2022 J jnl
CoRR
Longfei Yin, Yijie Mao, Onur Dizdar, Bruno Clerckx
2022 J jnl
IEEE Commun. Lett.
Hongyu Li, Yijie Mao, Onur Dizdar, Bruno Clerckx
2022 J jnl
CoRR
Hongyu Li, Yijie Mao, Onur Dizdar, Bruno Clerckx
2022 J jnl
IEEE Trans. Inf. Forensics Secur.
Onur Dizdar, Bruno Clerckx
2022 J jnl
IEEE Trans. Commun.
Anup Mishra, Yijie Mao, Onur Dizdar, Bruno Clerckx
2022 J jnl
CoRR
Jiawei Xu, Onur Dizdar, Bruno Clerckx
2022 J jnl
IEEE Commun. Surv. Tutorials
Yijie Mao, Onur Dizdar, Bruno Clerckx, Robert Schober, Petar Popovski, H. Vincent Poor
2022 J jnl
CoRR
Yijie Mao, Onur Dizdar, Bruno Clerckx, Robert Schober, Petar Popovski, H. Vincent Poor
2022 J jnl
CoRR
Sundar Aditya, Onur Dizdar, Bruno Clerckx, Xueru Li
2021 conf
SPAWC
Rafael Cerna-Loli, Onur Dizdar, Bruno Clerckx
2021 J jnl
CoRR
Rafael Cerna-Loli, Onur Dizdar, Bruno Clerckx
2021 J jnl
CoRR
Onur Dizdar, Bruno Clerckx
2021 J jnl
CoRR
Onur Dizdar, Bruno Clerckx
2021 J jnl
CoRR
Anup Mishra, Yijie Mao, Onur Dizdar, Bruno Clerckx
2021 J jnl
CoRR
Onur Dizdar, Yijie Mao, Yunnuo Xu, Peiying Zhu, Bruno Clerckx
2021 conf
ISWCS
Onur Dizdar, Yijie Mao, Yunnuo Xu, Peiying Zhu, Bruno Clerckx
2021 conf
ICC Workshops
Onur Dizdar, Aryan Kaushik, Bruno Clerckx, Christos Masouros
2021 J jnl
CoRR
Jihye An, Onur Dizdar, Bruno Clerckx, Wonjae Shin
2021 conf
ICC Workshops
Longfei Yin, Onur Dizdar, Bruno Clerckx
2021 J jnl
CoRR
Longfei Yin, Onur Dizdar, Bruno Clerckx
2021 J jnl
CoRR
Onur Dizdar, Yijie Mao, Bruno Clerckx
2021 J jnl
IEEE Trans. Commun.
Onur Dizdar, Yijie Mao, Bruno Clerckx
2021 J jnl
CoRR
Yunnuo Xu, Yijie Mao, Onur Dizdar, Bruno Clerckx
2020 J jnl
IEEE Trans. Circuits Syst. II Express Briefs
Onur Dizdar
2020 B conf
PIMRC
Onur Dizdar, Yijie Mao, Wei Han, Bruno Clerckx
2020 J jnl
CoRR
Onur Dizdar, Yijie Mao, Wei Han, Bruno Clerckx
2020 conf
VTC Fall
Onur Dizdar, Yijie Mao, Wei Han, Bruno Clerckx
2020 J jnl
CoRR
Onur Dizdar, Yijie Mao, Wei Han, Bruno Clerckx
2019 J jnl
IEEE Commun. Lett.
Onur Dizdar, Cagri Goken, Alptekin Yilmaz
2019 B conf
PIMRC
Çagri Göken, Onur Dizdar, Alptekin Yilmaz
2019 J jnl
Phys. Commun.
Evren Çatak, Ferdi Tekçe, Onur Dizdar, Lutfiye Durak-Ata
2018 J jnl
CoRR
Onur Dizdar
2017 conf
MILCOM
Çagri Göken, Onur Dizdar
2016 J jnl
IEEE Trans. Circuits Syst. I Regul. Pap.
Onur Dizdar, Erdal Arikan
2014 J jnl
CoRR
Onur Dizdar, Erdal Arikan
2012 J jnl
IEEE Trans. Commun.
Onur Dizdar, Ali Özgür Yilmaz
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` |