View source for Spectral Syntax V2 Unintended Infinite Approval Oversight

{{Imported Case Study With About|source=https://www.quadrigainitiative.com/casestudy/spectralsyntaxv2unintendedinfiniteapprovaloversight.php}}
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[[File:Spectrallabs.jpg|thumb|Spectral Labs Logo/Homepage]]Spectral Labs enables users to create autonomous, sentient AI agents ("Sentient Memes") that can think, trade, and interact on-chain using a no-code tool. Agents transacts independently 24/7 with their own wallet, governed by token-based chats that allow community-driven decision-making, and advanced APIs for informed trading. An exploit occurred when an attacker exploited an unintended infinite approval in the system's bonding curve contracts. This led to the draining of liquidity and the manipulation of the token price, resulting in a significant loss. In response, Spectral Labs temporarily deactivated the platform, worked with security experts to fix the vulnerability, and replenished lost funds. The platform has since resumed operations, with updates and audits to ensure security and trust within its growing on-chain agent economy.<ref name="spectrallabstwitter-17274" /><ref name="spectrallabs-17275" /><ref name="blocksecapp-17276" /><ref name="blocksecapp-17277" /><ref name="googledoc-17278" /><ref name="spectrallabs-17279" /><ref name="spectrallabsdocs-17280" /><ref name="spectrallabstwitter-17281" /><ref name="spectrallabstwitter-17282" /><ref name="spectrallabstwitter-17283" /><ref name="spectrallabstwitter-17284" />

== About Spectral Labs ==
The Spectral Labs platform allows users to create autonomous, sentient AI agents (referred to as "Sentient Memes") that can think, trade, and interact on-chain. It offers a no-code tool for building these agents, allowing users to quickly bring their memes to life. These agents are governed through token-based chats, enabling community-driven decision-making. Each agent has its own wallet, transacts independently on the blockchain, and operates 24/7, utilizing advanced APIs for informed market actions. The platform also emphasizes self-sustaining economies where agents earn funds from token swaps, promoting continuous growth. Users can govern the agents' decisions based on token holdings, which increases their influence in the platform’s ecosystem.

"At Spectral, we envision a decentralized future where the power of autonomous onchain agents is accessible to everyone. We are building the Onchain Agent Economy—a bold new paradigm where anyone can create, own, and govern intelligent agents that autonomously navigate the crypto landscape, execute complex strategies, and seize opportunities 24/7.

Our mission is to democratize onchain execution by breaking down barriers and leveling the playing field. Whether you're a seasoned trader or just diving into the crypto world, degen or normie, risk on or risk off, we empower you to delegate intricate tasks to intelligent agents through simple, natural language conversations."

== The Reality ==
This sections is included if a case involved deception or information that was unknown at the time. Examples include:

* When the service was actually started (if different than the "official story").
* Who actually ran a service and their own personal history.
* How the service was structured behind the scenes. (For example, there was no "trading bot".)
* Details of what audits reported and how vulnerabilities were missed during auditing.

== What Happened ==
"On December 1, 2024, Spectral's Syntax platform suffered a security breach."
{| class="wikitable"
|+Key Event Timeline - Spectral Syntax V2 Unintended Infinite Approval Oversight
!Date
!Event
!Description
|-
|November 27th, 2024 2:32:00 PM MST
|Spectral Syntax V2 Launch
|Spectral Syntax V2 is launched publicly.
|-
|November 30th, 2024 7:44:37 PM MST
|First Exploit Transaction
|The first exploit transaction occurs on the base blockchain.
|-
|November 30th, 2024 11:03:00 PM MST
|Team Alerted To Exploit
|The Spectral team is first alerted to the exploit.
|-
|November 30th, 2024 11:32:00 PM MST
|Security Advisory Set Up
|"A security advisory set up, and immediate steps began to mitigate further damage."
|-
|December 1st, 2024 3:07:00 AM MST
|User Interface Deactivated
|"The user interface was deactivated to prevent additional interactions with the compromised contracts."
|-
|December 1st, 2024 5:25:00 AM MST
|Compromised Protocol Halted
|"All contracts were paused to halt protocol operations while a fix was being developed."
|-
|December 1st, 2024 6:23:00 AM MST
|Spectral Announcement Posted
|Spectral posts an announcement on Twitter/X that they "are now collaborating with leading security experts in the industry to conduct a thorough analysis of the vulnerability, identify the root cause, and implement updates to restore the platform as soon as possible."
|-
|December 2nd, 2024 6:28:00 PM MST
|Spectral Update Posted
|Spectral posts an update on Twitter/X that thye've "identified and rectified the vulnerability in the bonding curve contract to prevent future exploits", "engaged Zellic to audit the updates to the contracts", and "are replenishing SPEC tokens to restore the bonding curves to their pre-exploit state".
|-
|December 6th, 2024 4:06:00 PM MST
|Service Brought Back Online
|"After a brief hiatus, we’re excited to be back online! Full functionality will follow after final audits."
|-
|December 13th, 2024 9:47:00 AM MST
|All Pools Fully Replenished
|"...and we’re back! All affected pools are fully replenished".
|-
|January 3rd, 2025 10:24:00 AM MST
|Onward And Upward
|The team posts an optimistic update. Their "agents have processed trading ideas 21M+ times and traded $800K+ in cumulative volume".
|}

== Technical Details ==
An attacker exploited a vulnerability in the system by first taking out a flash loan to acquire SPEC and swapping it for AgentToken.sol through the AutonomousAgentDeployer.sol contract. After swapping the token back for SPEC, an unintended infinite approval was granted to AgentBalances.sol, allowing the attacker to drain the available AgentToken.sol balance by calling the deposit function. This left a minimal amount of tokens in the pool. The attacker then exploited the bonding curve model, which mispriced the AgentToken.sol due to the artificially low balance, and used a small amount of the token to extract a disproportionately large amount of SPEC from the liquidity pool.

"The exploit centers around an unintended infinite approval in the `AgentToken.sol` contract between the `AgentBalances.sol` and `AutonomousAgentDeployer.sol`. Specifically, during the `transferFrom` , the following sequence occurs:

1. **TransferFrom Initiation**: The `AutonomousAgentDeployer.sol` calls `transferFrom` on the `AgentToken.sol` contract to transfer tokens from the user to the `AgentBalances.sol` contract.
2. **Tax Trigger**: Transferring `AgentToken.sol`s to a contract triggers the transfer tax.
3. **Approval Oversight**: Inside the transfer logic, an unintended line of code (line 90) was left in:
    
This approval unintentionally gave `AgentBalances.sol` unlimited access to spend `AgentToken.sol` from the `AutonomousAgentDeployer.sol`. Our version of the `deposit` function was generic to allow agent creators the option to send funds to their agent’s trading wallet and support its operations, however, the infinite approval was an oversight in this implementation, enabling anyone to send tokens (used to calculate the price of an `AgentToken` in our internal pools) into `AgentBalances.sol`."

"An attacker exploited this vulnerability through the following steps:

1. **Preparation**
    - **Flash Loan**: The attacker took out a flash loan to obtain SPEC.
    - **Initial Swap**: They swapped SPEC for an `AgentToken.sol` in the `AutonomousAgentDeployer.sol` contract through `swapExactSPECForTokens`.
2. **Triggering the Infinite Approval**
    - **Swapping Back**: The attacker swapped the `AgentToken.sol` back for SPEC in the `AutonomousAgentDeployer.sol` contract through `swapExactTokensForSPEC`.
    - **Tax Application**: The `AutonomousAgentDeployer.sol` calls `transferFrom` to transfer tokens from the user to itself. Because `AgentToken.sol` is being sent to a contract, the transfer tax is applied
    - **Unintended Approval**: `AgentBalances.sol` was inadvertently given infinite approval to spend `AgentToken.sol` from the `AutonomousAgentDeployer.sol`.
3. **Exploiting the Approval**
    - **Calling Deposit**: The attacker called the public `deposit` function on the `AgentBalances.sol` contract.
    - **Draining Tokens**: Using the infinite approval, the attacker transferred nearly all available `AgentToken.sol` balance in the pool from `AutonomousAgentDeployer.sol` to `AgentBalances.sol`, leaving only 100 `AgentToken.sol` behind.
4. **Manipulating the Bonding Curve**
    - **Swap Execution**: The attacker called `swapExactTokensForSPEC` on the `AutonomousAgentDeployer.sol`. Since all the `AgentToken` has been moved from `AutonomousAgentDeployer.sol` the bonding curve calculation incorrectly determined a new price of `AgentToken` to be much higher than usual.
    - **Bonding Curve Exploit**:
        - For tokens which have not bonded yet, the liquidity is held within `AutonomousAgentDeployer.sol`.
        - The bonding curve uses an XYK (constant product) model.
        - With the `AgentToken.sol` balance artificially lowered, the bonding curve mispriced the `AgentToken.sol`, making it appear significantly more valuable.
    - **Draining SPEC**: The attacker used a small amount of `AgentToken.sol` to extract a disproportionately large amount of SPEC from the liquidity pool."

== Total Amount Lost ==
The total amount lost has been estimated at $250,000 USD.

How much was lost and how was it calculated? If there are conflicting reports, which are accurate and where does the discrepancy lie?

== Immediate Reactions ==
"We were alerted to a vulnerability affecting select tokens on the bonding curve contracts of Syntax, which was used to remove approximately $200K in liquidity. Upon identifying the issue, we took immediate steps to secure the platform and protect our users as follows:
- Access to the Syntax app has been temporarily deactivated.
- Contracts have been paused to prevent any further programmatic interaction.

We are now collaborating with leading security experts in the industry to conduct a thorough analysis of the vulnerability, identify the root cause, and implement updates to restore the platform as soon as possible.
We believe these measures are the most effective way to safeguard our community. We will provide detailed updates shortly. Thank you for your patience and trust as our team works through this resolution."

== Ultimate Outcome ==
"On December 1, 2024, Spectral's Syntax platform suffered a security breach, here’s a summary of the remediation efforts we’re taking:

- Contract Updates: We’ve identified and rectified the vulnerability in the bonding curve contract to prevent future exploits.
- Additional Third-Party Audits: We’ve engaged Zellic to audit the updates to the contracts.
- Fund Replenishment: We are replenishing SPEC tokens to restore the bonding curves to their pre-exploit state.

We deeply regret this incident and are dedicated to restoring trust through these actions. Operations will resume promptly upon completion of the audits."

"Our team has already begun modifying the contracts and expects to conclude this process as soon as auditing and testing is fortified. We deeply regret the occurrence of this exploit and take full responsibility for the breach. Ensuring the security and trust of our community remains our primary commitment, and the implementation of the discussed measures is underway with full force. We thank you for your patience and trust as we work to turn this challenge into an opportunity to grow stronger and more focused on delivering our vision for a thriving on-chain agent economy."

"After a brief hiatus, we’re excited to be back online! Full functionality will follow after final audits."

"...and we’re back! All affected pools are fully replenished"

== Total Amount Recovered ==
There do not appear to have been any funds recovered in this case.

What funds were recovered? What funds were reimbursed for those affected users?

== Ongoing Developments ==
"The new year is off to a bullish start: in just one month since Syntax launched, our agents have processed trading ideas 21M+ times and traded $800K+ in cumulative volume on @HyperliquidX. Massive shoutout to our 152K+ users—your 13K+ governance interactions have been key in advising and refining our agents’ trading strategies. Onward and upward!"
== Individual Prevention Policies ==
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{{Prevention:Individuals:End}}

== Platform Prevention Policies ==
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== Regulatory Prevention Policies ==
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== References ==
<references><ref name="spectrallabstwitter-17274">[https://twitter.com/Spectral_Labs/status/1863757146543763866 @Spectral_Labs Twitter] (Accessed Jan 20, 2025)</ref>

<ref name="spectrallabs-17275">[https://spectral-labs.notion.site/Post-Mortem-14fed21b975880f681ecd85c76c9536f Notion – The all-in-one workspace for your notes, tasks, wikis, and databases.] (Accessed Jan 20, 2025)</ref>

<ref name="blocksecapp-17276">[https://app.blocksec.com/explorer/tx/base/0xa3535c70c633e34dbcae6827063c655d60176cc01cf4eb18494077789eb75d62 https://app.blocksec.com/explorer/tx/base/0xa3535c70c633e34dbcae6827063c655d60176cc01cf4eb18494077789eb75d62] (Accessed Jan 20, 2025)</ref>

<ref name="blocksecapp-17277">[https://app.blocksec.com/explorer/tx/base/0x2ea92408887e6134fee7d46405f4e70546cbe715b360156a518f5b5e8a10e80a https://app.blocksec.com/explorer/tx/base/0x2ea92408887e6134fee7d46405f4e70546cbe715b360156a518f5b5e8a10e80a] (Accessed Jan 20, 2025)</ref>

<ref name="googledoc-17278">[https://docs.google.com/spreadsheets/d/1DBnX4SRA6XvB4oIVviuvoM-VeVZ680HyA8afXiXZpRw/edit?usp=sharing PostMortem- Affected Tokens - Google Sheets] (Accessed Jan 20, 2025)</ref>

<ref name="spectrallabs-17279">[https://www.spectrallabs.xyz/ Spectral SYNTAX App | Build your own Sentient Memes] (Accessed Jan 20, 2025)</ref>

<ref name="spectrallabsdocs-17280">[https://docs.spectrallabs.xyz/ Vision | Syntax V2 | Docs] (Accessed Jan 20, 2025)</ref>

<ref name="spectrallabstwitter-17281">[https://twitter.com/Spectral_Labs/status/1863212410070253824 @Spectral_Labs Twitter] (Accessed Jan 20, 2025)</ref>

<ref name="spectrallabstwitter-17282">[https://twitter.com/Spectral_Labs/status/1865170998175125621 @Spectral_Labs Twitter] (Accessed Jan 20, 2025)</ref>

<ref name="spectrallabstwitter-17283">[https://twitter.com/Spectral_Labs/status/1867612264767140227 @Spectral_Labs Twitter] (Accessed Jan 20, 2025)</ref>

<ref name="spectrallabstwitter-17284">[https://twitter.com/Spectral_Labs/status/1875231679859822856 @Spectral_Labs Twitter] (Accessed Jan 20, 2025)</ref></references>