Nahyun Kim

25 papers A 3C 3Misc 2Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
IEEE Trans. Dependable Secur. Comput.
Nahyun Kim, Hanseul Jung, Minyoung Choi, Jeongmin Bak, Sunwoo Lee
2025 J jnl
Comput. Networks
Jungmin Lee, Sungju Yun, Nahyun Kim, Yeonjoon Lee
2025 A conf
CIKM
Deokjun Eom, Nahyun Kim, Woo Hyun Nam, Kyung-Rae Kim, Chaebin Im, Jungwon Park
2025 conf
SNPD-Summer
Nahyun Kim, Akinori Matsukawa, Masahide Nakamura, Keiko Katagiri
2025 C conf
ICCE
Jeong-Joon Yoo, Jaehee Jun, Hoonhee Cho, Dongjin Yook, Nahyun Kim, Buyoung Yun, Isaac Hong
2024 conf
ICTC
Gayeong Kim, Nahyun Kim, Byungju Lee
2023 J jnl
IEEE Robotics Autom. Lett.
Junchi Sa, Jimin Park, Eunsoo Jung, Nahyun Kim, Daehee Lee, Suhong Bae, Yonggu Lee, Gunhee Jang
2022 J jnl
Adv. Intell. Syst.
Ji-Man Yu, Gyeongdo Ham, Chungryeol Lee, Jae-Hyeok Lee, Joon-Kyu Han, Jin-Ki Kim, Donggon Jang, Nahyun Kim, Moon-Seok Kim, Sung Gap Im, Dae-Shik Kim, Yang-Kyu Choi
2022 conf
MLCN@MICCAI
Kassymzhomart Kunanbayev, Donggon Jang, Woojin Jeong, Nahyun Kim, Dae-Shik Kim
2022 J jnl
Sensors
SeungBong Lee, Jaehoon Jeong, Nahyun Kim, Manjae Shin, Sungmin Kim
2022 A conf
WACV
Bomi Kim, Sunhyeok Lee, Nahyun Kim, Donggon Jang, Dae-Shik Kim
2021 J jnl
J. Multim. Inf. Syst.
Hyoseok Yoon, Seong Beom Kim, Nahyun Kim
2021 J jnl
IEEE Trans. Ind. Electron.
Wonseo Lee, Jaekwang Nam, Jongyul Kim, Eunsoo Jung, Nahyun Kim, Gunhee Jang
2021 A conf
BMVC
Nahyun Kim, Donggon Jang, Sunhyeok Lee, Bomi Kim, Daeshik Kim
2021 J jnl
CoRR
Nahyun Kim, Donggon Jang, Sunhyeok Lee, Bomi Kim, Dae-Shik Kim
2019 conf
ISSCC
Dongku Kang, Minsu Kim, Suchang Jeon, Wontaeck Jung, Jooyong Park, Gyo Soo Choo, Dong-Kyo Shim, Anil Kavala, Seungbum Kim, Kyung-Min Kang, Jiyoung Lee, Kuihan Ko, Hyun Wook Park, Byungjun Min, Changyeon Yu, Sewon Yun, Nahyun Kim, Yeonwook Jung, Sungwhan Seo, Sunghoon Kim, Moo Kyung Lee, Joo-Yong Park, James C. Kim, Young San Cha, Kwangwon Kim, Youngmin Jo, Hyun-Jin Kim, Youngdon Choi, Jindo Byun, Ji-Hyun Park, KiWon Kim, Tae-Hong Kwon, Young-Sun Min, Chiweon Yoon, Youngcho Kim, Dong-Hun Kwak, Eungsuk Lee, Wook-Ghee Hahn, Ki-Sung Kim, Kyungmin Kim, Euisang Yoon, Won-Tae Kim, Inryul Lee, Seunghyun Moon, Jeong-Don Ihm, Dae-Seok Byeon, Ki-Whan Song, Sangjoon Hwang, Kyehyun Kyung
2018 conf
ISSCC
Seungjae Lee, Chulbum Kim, Minsu Kim, Sung-Min Joe, Joonsuc Jang, Seungbum Kim, Kangbin Lee, Jisu Kim, Jiyoon Park, Hanjun Lee, Min-Seok Kim, SeonYong Lee, SeonGeon Lee, Jinbae Bang, Dongjin Shin, Hwajun Jang, Deokwoo Lee, Nahyun Kim, Jonghoo Jo, Jonghoon Park, Sohyun Park, Youngsik Rho, Yongha Park, Hojoon Kim, Cheon An Lee, Chungho Yu, Young-Sun Min, Moosung Kim, Kyungmin Kim, Seunghyun Moon, Hyun-Jin Kim, Youngdon Choi, YoungHwan Ryu, Jinwon Choi, Minyeong Lee, Jungkwan Kim, Gyo Soo Choo, Jeong-Don Lim, Dae-Seok Byeon, Ki-Whan Song, Ki-Tae Park, Kyehyun Kyung
2018 J jnl
IEEE J. Solid State Circuits
Chulbum Kim, Doo-Hyun Kim, Woopyo Jeong, Hyun-Jin Kim, Il-Han Park, Hyun Wook Park, Jong-Hoon Lee, Jiyoon Park, Yang-Lo Ahn, Ji Young Lee, Seungbum Kim, Hyun-Jun Yoon, Jaedoeg Yu, Nayoung Choi, Nahyun Kim, Hwajun Jang, Jonghoon Park, Seunghwan Song, Yongha Park, Jinbae Bang, Sanggi Hong, Youngdon Choi, Moosung Kim, Hyunggon Kim, Pansuk Kwak, Jeong-Don Ihm, Dae-Seok Byeon, Jin-Yub Lee, Ki-Tae Park, Kyehyun Kyung
2017 conf
ISSCC
Chulbum Kim, Ji-Ho Cho, Woopyo Jeong, Il-Han Park, Hyun Wook Park, Doo-Hyun Kim, Daewoon Kang, Sunghoon Lee, Ji-Sang Lee, Wontae Kim, Jiyoon Park, Yang-Lo Ahn, Jiyoung Lee, Jong-Hoon Lee, Seungbum Kim, Hyun-Jun Yoon, Jaedoeg Yu, Nayoung Choi, Yelim Kwon, Nahyun Kim, Hwajun Jang, Jonghoon Park, Seunghwan Song, Yongha Park, Jinbae Bang, Sangki Hong, Byunghoon Jeong, Hyun-Jin Kim, Chunan Lee, Young-Sun Min, Inryul Lee, In-Mo Kim, Sunghoon Kim, Dongkyu Yoon, Ki-Sung Kim, Youngdon Choi, Moosung Kim, Hyunggon Kim, Pansuk Kwak, Jeong-Don Ihm, Dae-Seok Byeon, Jin-Yub Lee, Ki-Tae Park, Kyehyun Kyung
2016 J jnl
Cyberpsychology Behav. Soc. Netw.
Nahyun Kim, Tonda L. Hughes, Chang G. Park, Laurie Quinn, In Deok Kong
2016 J jnl
Cyberpsychology Behav. Soc. Netw.
Nahyun Kim, Tonda L. Hughes, Chang G. Park, Laurie Quinn, In Deok Kong
2013 C conf
ICCE
Nahyun Kim, Seungwon Lee, Ewoo Chon, Monson H. Hayes, Joonki Paik
2013 Misc conf
ICASSP
Kyungwon Jung, Nahyun Kim, Seungwon Lee, Joonki Paik
2013 C conf
ICCE
Seungwon Lee, Nahyun Kim, Inho Paek, Monson H. Hayes, Joonki Paik
2013 Misc conf
ICASSP
Seungwon Lee, Nahyun Kim, Kyungwon Jung, Monson H. Hayes, Joonki Paik
docs/apk-feature-schema.md
← Index docs/apk-feature-schema.md markdown
# APK Feature Analysis — ClickHouse Schema

All tables follow the `ReplacingMergeTree()` pattern (no version column — latest
insert wins on deduplication).

**Companion schema:** `docs/apk-code-schema.md` (code-analysis tables)

---

## Table overview

| # | Table | Engine | Key |
|---|-------|--------|-----|
| 1 | `redb_apk_features` | ReplacingMergeTree | `sha256` |
| 2 | `redb_apk_components` | ReplacingMergeTree | `(sha256, component_type, class_name)` |
| 3 | `redb_apk_manifest` | ReplacingMergeTree | `sha256` |
| 4 | `redb_apk_permissions` | ReplacingMergeTree | `(sha256, permission_name)` |
| 5 | `redb_apk_signature` | ReplacingMergeTree | `sha256` |
| 6 | `redb_apk_certificates` | ReplacingMergeTree | `(sha256, certificate_thumbprint)` |
| 7 | `redb_apk_dex` | ReplacingMergeTree | `(sha256, dex_sha256)` |
| 8 | `redb_apk_dex_api_usage` | ReplacingMergeTree | `(sha256, dex_sha256, api_category)` |
| 9 | `redb_apk_resources` | ReplacingMergeTree | `(sha256, resource_path)` |
| 10 | `redb_apk_native_libs` | ReplacingMergeTree | `(sha256, lib_abi, lib_filename)` |
| 11 | `redb_apk_inconsistency_tests` | ReplacingMergeTree | `sha256` |

---

## Table 1: `redb_apk_features`

Core metadata — one row per APK.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_features (
    sha256              FixedString(64),
    package_name        Nullable(String),
    app_name            Nullable(String),
    version_code        Nullable(UInt32),
    version_name        Nullable(String),
    min_sdk_version     Nullable(UInt16),
    target_sdk_version  Nullable(UInt16),
    compile_sdk_version Nullable(UInt16),
    main_activity       Nullable(String),
    is_debuggable       UInt8,
    allow_backup        UInt8,
    uses_cleartext_traffic UInt8,
    supported_abis      Array(String),
    dex_count           UInt16,
    total_dex_size      UInt64,
    total_file_count    UInt32,
    has_native_code     UInt8,
    has_assets          UInt8,
    uses_libraries      Array(String),
    earliest_content_modification Nullable(String),
    latest_content_modification   Nullable(String),
    contains_embedded_apk UInt8,
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY sha256;
```

## Table 2: `redb_apk_components`

Manifest components — one row per component.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_components (
    sha256              FixedString(64),
    component_type      LowCardinality(String),   -- 'activity', 'service', 'receiver', 'provider'
    class_name          String,
    is_exported         UInt8,
    intent_actions      Array(String),
    intent_categories   Array(String),
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY (sha256, component_type, class_name);
```

## Table 3: `redb_apk_manifest`

Manifest summary — one row per APK.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_manifest (
    sha256              FixedString(64),
    activity_count      UInt16,
    service_count       UInt16,
    receiver_count      UInt16,
    provider_count      UInt16,
    intent_filters_by_action   Array(String),
    intent_filters_by_category Array(String),
    uses_features       Array(String),
    manifest_xml        Nullable(String),
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY sha256;
```

## Table 4: `redb_apk_permissions`

Permissions — one row per permission per APK.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_permissions (
    sha256              FixedString(64),
    permission_name     String,
    protection_level    LowCardinality(String),
    is_custom           UInt8,
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY (sha256, permission_name);
```

## Table 5: `redb_apk_signature`

Signing info — one row per APK. The `apk_signer_*` fields identify the actual
signer certificate using V3→V2→V1 priority (V2/V3: `certificates[0]` per spec;
V1: `SignerInfo.issuerAndSerialNumber` matching). Prefixed with `apk_` to
distinguish from PE/Mach-O signer fields in cross-format queries.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_signature (
    sha256              FixedString(64),
    is_signed           UInt8,
    signature_scheme_versions Array(UInt8),
    number_of_certificates UInt8,
    apk_signer_subject  Nullable(String),
    apk_signer_issuer   Nullable(String),
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY sha256;
```

## Table 6: `redb_apk_certificates`

Certificate details — one row per certificate per APK. The
`certificate_source_scheme` column tracks which signing scheme(s) the
certificate was found in (`'v1'`, `'v2'`, `'v3'`, or `'v1,v2'` when the same
certificate appears across multiple schemes).

```sql
CREATE TABLE IF NOT EXISTS redb_apk_certificates (
    sha256                    FixedString(64),
    certificate_subject       String,
    certificate_issuer        String,
    certificate_serial_number String,
    certificate_valid_from    DateTime64(3, 'UTC'),
    certificate_valid_to      DateTime64(3, 'UTC'),
    certificate_thumbprint    FixedString(40),
    certificate_algorithm     LowCardinality(String),
    key_size                  Nullable(UInt16),
    is_self_signed            UInt8,
    certificate_source_scheme LowCardinality(String),
    analysis_date             DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY (sha256, certificate_thumbprint);
```

## Table 7: `redb_apk_dex`

DEX file analysis — one row per DEX file.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_dex (
    sha256              FixedString(64),
    dex_sha256          FixedString(64),
    dex_filename        String,
    dex_tlsh            Nullable(String),
    dex_class_count     UInt32,
    dex_method_count    UInt32,
    dex_string_count    UInt32,
    dex_top_packages    String,                    -- JSON
    dex_obfuscation_indicators String,             -- JSON
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY (sha256, dex_sha256);
```

## Table 8: `redb_apk_dex_api_usage`

DEX API usage — one row per category per DEX.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_dex_api_usage (
    sha256              FixedString(64),
    dex_sha256          FixedString(64),
    api_category        LowCardinality(String),
    api_calls           Array(String),
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY (sha256, dex_sha256, api_category);
```

## Table 9: `redb_apk_resources`

Resource inventory — one row per resource.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_resources (
    sha256              FixedString(64),
    resource_path       String,
    resource_size       UInt64,
    resource_sha256     FixedString(64),
    resource_magika     LowCardinality(String),
    resource_entropy             Float32,
    is_suspicious       UInt8,
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY (sha256, resource_path);
```

## Table 10: `redb_apk_native_libs`

Native libraries — one row per `.so` file.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_native_libs (
    sha256              FixedString(64),
    lib_abi             LowCardinality(String),
    lib_filename        String,
    lib_size            UInt64,
    lib_sha256          FixedString(64),
    lib_is_known_packer UInt8,
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY (sha256, lib_abi, lib_filename);
```

## Table 11: `redb_apk_inconsistency_tests`

Inconsistency tests — one row per APK.

```sql
CREATE TABLE IF NOT EXISTS redb_apk_inconsistency_tests (
    sha256              FixedString(64),
    test_zip_bomb                    Nullable(UInt8),
    test_zip_duplicate_entries       Nullable(UInt8),
    test_zip_path_traversal          Nullable(UInt8),
    test_zip_suspicious_timestamps   Nullable(UInt8),
    test_hidden_dex_files            Nullable(UInt8),
    test_manifest_component_mismatch Nullable(UInt8),
    test_debuggable_release          Nullable(UInt8),
    test_emulator_detection_strings  Nullable(UInt8),
    test_debugger_detection          Nullable(UInt8),
    test_root_detection              Nullable(UInt8),
    analysis_date       DateTime64(3, 'UTC')
) ENGINE = ReplacingMergeTree()
ORDER BY sha256;
```