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feat(azure): create openai detector
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rgmz authored and Richard Gomez committed Jun 29, 2024
1 parent 9ad24f6 commit 822f2a5
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153 changes: 153 additions & 0 deletions pkg/detectors/azure_openai/azure_openai.go
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package azure_openai

import (
"context"
"encoding/json"
"fmt"
"io"
"net/http"

regexp "github.com/wasilibs/go-re2"

logContext "github.com/trufflesecurity/trufflehog/v3/pkg/context"
"github.com/trufflesecurity/trufflehog/v3/pkg/detectors"
"github.com/trufflesecurity/trufflehog/v3/pkg/pb/detectorspb"

"github.com/trufflesecurity/trufflehog/v3/pkg/common"
)

// Scanner detects API keys for Azure's OpenAI service.
// https://learn.microsoft.com/en-us/azure/ai-services/openai/reference
type Scanner struct {
client *http.Client
}

// Ensure the Scanner satisfies the interface at compile time.
var _ detectors.Detector = (*Scanner)(nil)

var (
// TODO: Investigate custom `azure-api.net` endpoints.
// https://github.com/openai/openai-python#microsoft-azure-openai
azureUrlPat = regexp.MustCompile(`(?i)([a-z0-9-]+\.openai\.azure\.com)`)
azureKeyPat = regexp.MustCompile(detectors.PrefixRegex([]string{"api[_.-]?key"}) + `\b(?-i:([a-f0-9]{32}))\b`)
)

// Keywords are used for efficiently pre-filtering chunks.
// Use identifiers in the secret preferably, or the provider name.
func (s Scanner) Keywords() []string {
return []string{".openai.azure.com"}
}

// FromData will find and optionally verify OpenAI secrets in a given set of bytes.
func (s Scanner) FromData(ctx context.Context, verify bool, data []byte) (results []detectors.Result, err error) {
dataStr := string(data)

// De-duplicate results.
tokens := make(map[string]struct{})
for _, match := range azureKeyPat.FindAllStringSubmatch(dataStr, -1) {
tokens[match[1]] = struct{}{}
}
if len(tokens) == 0 {
return
}
urls := make(map[string]struct{})
for _, match := range azureUrlPat.FindAllStringSubmatch(dataStr, -1) {
urls[match[1]] = struct{}{}
}

// Process results.
logCtx := logContext.AddLogger(ctx)
for token := range tokens {
s1 := detectors.Result{
DetectorType: s.Type(),
Redacted: token[:3] + "..." + token[25:],
Raw: []byte(token),
}

for url := range urls {
if verify {
client := s.client
if client == nil {
client = common.SaneHttpClient()
}

isVerified, extraData, verificationErr := verifyAzureToken(logCtx, client, url, token)
if isVerified || len(urls) == 1 {
s1.RawV2 = []byte(token + ":" + url)
s1.Verified = isVerified
s1.ExtraData = extraData
s1.SetVerificationError(verificationErr, token)
break
}
}
}

results = append(results, s1)
}
return
}

func verifyAzureToken(ctx logContext.Context, client *http.Client, baseUrl, token string) (bool, map[string]string, error) {
// TODO: Replace this with a more suitable long-term endpoint.
// Most endpoints require additional info, e.g., deployment name, which complicates verification.
// This may be retired in the future, so we should look for another candidate.
// https://learn.microsoft.com/en-us/answers/questions/1371786/get-azure-openai-deployments-in-api
req, err := http.NewRequestWithContext(ctx, http.MethodGet, fmt.Sprintf("https://%s/openai/deployments?api-version=2023-03-15-preview", baseUrl), nil)
if err != nil {
return false, nil, nil
}

req.Header.Add("Content-Type", "application/json")
req.Header.Add("api-key", token)
res, err := client.Do(req)
if err != nil {
return false, nil, err
}
defer func() {
_, _ = io.Copy(io.Discard, res.Body)
_ = res.Body.Close()
}()

switch res.StatusCode {
case http.StatusOK:
body, err := io.ReadAll(res.Body)
if err != nil {
return false, nil, err
}

var deployments deploymentsResponse
if err := json.Unmarshal(body, &deployments); err != nil {
if json.Valid(body) {
return false, nil, fmt.Errorf("failed to decode response %s: %w", req.URL, err)
} else {
// If the response isn't JSON it's highly unlikely to be valid.
return false, nil, nil
}
}

// JSON unmarshal doesn't check whether the structure actually matches.
if deployments.Object == "" {
return false, nil, nil
}

// No extra data available at the moment.
return true, nil, nil
case http.StatusUnauthorized:
return false, nil, nil
default:
return false, nil, fmt.Errorf("unexpected response status %d for %s", res.StatusCode, req.URL)
}
}

type deploymentsResponse struct {
Data []deployment `json:"data"`
Object string `json:"object"`
}

type deployment struct {
ID string `json:"id"`
}

func (s Scanner) Type() detectorspb.DetectorType {
return detectorspb.DetectorType_AzureOpenAI
}
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