Full Report
Most Solana programs are written using Anchor. If you're really chasing performance, you may write raw Rust code too. Recently, the Pinocchio framework was developed as a middle ground between the two more common approaches. It acts as a minimalist Rust library for crafting Solana programs. This has the benefit of using fewer compute units, small binaries, and very few dependencies. This document is meant to be an overview of Pinocchio. With Pinocchio, it's closer to native than to Anchor. You must write your own entrypoint function that performs function discriminator checks and operation routing. Compared to solana-program, it performs zero-copy operations by reading data directly from the byte array without copying anything. This eliminates serialization/deserialization overhead. For Accounts, there aren't any macros for data types. Instead, the trait TryFrom() is used for deserializing account data into a structure to use. On an instruction context, there is another TryFrom trait that will perform necessary validations. Proper amount of accounts, signer checks, account ownership checks... all of the good Solana account checks. A similar validation process is done on the instruction data with TryFrom again. Account creation must be manually checked for validity and done. This is a major downgrade from Anchor and adds a lot of complexity. Overall, a good article on the new Solana framework!
Analysis Summary
# Tool/Technique: Pinocchio Framework
## Overview
Pinocchio is a minimalist, zero-copy Rust library designed for developing Solana blockchain programs. It serves as a middle ground between the high-level Anchor framework and "raw" native Rust development. Its primary purpose is to provide developers with a lightweight alternative that maximizes performance by reducing compute unit (CU) consumption, minimizing binary sizes, and eliminating heavyweight dependencies like the standard `solana-program` crate.
## Technical Details
- **Type:** Development Tool / Software Framework
- **Platform:** Solana Blockchain (SEalevel VM / BPF/SBF)
- **Capabilities:** Zero-copy memory reading, manual instruction routing, custom account validation, and Minimalist CPI (Cross-Program Invocation) utilities.
- **First Seen:** Created by "Febo" at Anza; documented in 2024/2025.
## MITRE ATT&CK Mapping
*Note: As a development framework, Pinocchio is neutral; however, its features map to how code is executed and how memory is handled on-chain.*
- **[TA0002 - Execution]**
- **[T1613 - Container and Cloud Discovery]** (Related to blockchain state awareness)
- **[TA0005 - Defense Evasion]**
- **[T1027 - Obfuscated Files or Information]** (Minimalist binaries and custom discriminators can make static analysis/decompilation more difficult compared to standardized Anchor programs)
## Functionality
### Core Capabilities
- **Zero-Copy Operations:** Unlike standard frameworks that serialize/deserialize data, Pinocchio reads data directly from the transaction byte array as a single slice.
- **Manual Entrypoint Management:** Developers must write their own `entrypoint!` function and handle function discriminator checks manually (typically using a 1-byte or 2-byte discriminator instead of Anchor’s 8-byte hash).
- **In-place Reading:** Uses `TryFrom` traits to map account data and instruction data directly from memory without copying.
### Advanced Features
- **Compute Unit (CU) Efficiency:** By removing abstraction layers and serialization overhead, it significantly lowers the CU cost per transaction.
- **Low Dependency Footprint:** Operates without the `solana-program` crate, leading to smaller `.so` (Shared Object) files on-chain.
- **Custom Account Validation:** Requires manual implementation of signer checks, ownership checks, and multi-account validation, providing "bare metal" control over security logic.
## Indicators of Compromise
*Note: Pinocchio is a legitimate development tool. Indicators here refer to performance/forensic characteristics of programs built with it.*
- **File Names:** Typically compiled as `.so` files for Solana on-chain deployment.
- **Behavioral Indicators:**
- Significantly lower Compute Unit usage compared to Anchor-based programs.
- Presence of custom 1-byte instructions in the `instruction_data` field.
- Lack of standard Anchor discriminator headers (the 8-byte SHA256-based prefix).
## Associated Threat Actors
- **N/A:** This is a general-purpose developer tool. However, it may be favored by sophisticated developers or authors of high-frequency trading (HFT) bots and complex decentralized applications (dApps) looking for extreme optimization.
## Detection Methods
- **Heuristic Analysis:** Identifying Solana programs that do not follow the standard Anchor instruction naming conventions or discriminator patterns.
- **Binary Analysis:** Programs built with Pinocchio will lack the metadata and boilerplate code usually injected by the Anchor build system.
- **Resource Monitoring:** Monitoring for unusually efficient programs that execute complex logic with minimal CU expenditure.
## Mitigation Strategies
- **Manual Security Audits:** Because Pinocchio removes the "safety net" of Anchor macros, programs must be manually audited for missing `is_signer` and `owner` checks.
- **Validation Logic Enforcement:** Ensure all `TryFrom` implementations for accounts include rigorous checks against `pinocchio_system::ID` or other relevant program IDs.
- **Unit Testing:** Utilize the `pinocchio-test` or similar utilities to simulate transaction environments.
## Related Tools/Techniques
- **Anchor Framework:** The industry-standard, high-level Solana framework (the heavyweight alternative).
- **solana-program Crate:** The standard library for native Solana development.
- **pinocchio-system / pinocchio-token:** Specialized sub-crates for interacting with the System Program and SPL-Token programs via zero-copy.