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authorwanglihui <[email protected]>2021-09-16 18:47:36 +0800
committerwanglihui <[email protected]>2021-09-16 18:47:36 +0800
commit7eada1eb0b8df514b54201df541fcae6dc0b0d31 (patch)
tree1e6ccfbcf8a18281f881ae1f97b605348f7ac8c5
parent7a14bd667c9ed9f5b0e4cc1cccdabb0e8196d2d1 (diff)
修改判定逻辑,增加基线敏感阈值作为判定条件。
-rw-r--r--src/main/java/com/zdjizhi/bolt/DosDetectionBolt.java22
-rw-r--r--src/main/java/com/zdjizhi/common/CommonConfig.java3
-rw-r--r--src/main/resources/common.properties7
3 files changed, 20 insertions, 12 deletions
diff --git a/src/main/java/com/zdjizhi/bolt/DosDetectionBolt.java b/src/main/java/com/zdjizhi/bolt/DosDetectionBolt.java
index 119d17d..3e9bb39 100644
--- a/src/main/java/com/zdjizhi/bolt/DosDetectionBolt.java
+++ b/src/main/java/com/zdjizhi/bolt/DosDetectionBolt.java
@@ -116,8 +116,8 @@ public class DosDetectionBolt extends BaseBasicBolt {
private DosEventLog getDosEventLogBySensitivityThreshold(DosSketchLog value){
DosEventLog result = null;
long sketchSessions = value.getSketch_sessions();
- if (sketchSessions > CommonConfig.SENSITIVITY_THRESHOLD){
- result = getDosEventLog(value, CommonConfig.SENSITIVITY_THRESHOLD, sketchSessions - CommonConfig.SENSITIVITY_THRESHOLD, "sensitivity");
+ if (sketchSessions > CommonConfig.STATIC_SENSITIVITY_THRESHOLD){
+ result = getDosEventLog(value, CommonConfig.STATIC_SENSITIVITY_THRESHOLD, sketchSessions - CommonConfig.STATIC_SENSITIVITY_THRESHOLD, "sensitivity");
result.setSeverity(Severity.MAJOR.severity);
}
return result;
@@ -126,7 +126,7 @@ public class DosDetectionBolt extends BaseBasicBolt {
private DosEventLog getDosEventLogByBaseline(DosSketchLog value, String destinationIp, String attackType) {
DosEventLog result = null;
long sketchSessions = value.getSketch_sessions();
- if (sketchSessions > CommonConfig.SENSITIVITY_THRESHOLD){
+ if (sketchSessions > CommonConfig.STATIC_SENSITIVITY_THRESHOLD){
Tuple2<ArrayList<Integer>, Integer> floodTypeTup = baselineMap.get(destinationIp).get(attackType);
Integer base = getBaseValue(floodTypeTup, value);
result = getDosEventLog(value, base, sketchSessions - base, "baseline");
@@ -154,8 +154,12 @@ public class DosDetectionBolt extends BaseBasicBolt {
double percent = getDiffPercent(diff, base);
Severity severity = judgeSeverity(percent);
if (severity != Severity.NORMAL && value.getSource_ip() != null) {
- result = getResult(value, severity, percent, tag);
- logger.info("检测到当前server IP {} 存在 {} 异常,超出基线{} {}倍,日志详情\n {}", destinationIp,attackType,base,percent,result);
+ if ("baseline".equals(tag) && percent < CommonConfig.BASELINE_SENSITIVITY_THRESHOLD){
+ logger.debug("当前server IP:{},类型:{},基线值{}百分比{}未超过基线敏感阈值,日志详情\n{}",destinationIp,attackType,base,percent,value);
+ }else {
+ result = getResult(value,base, severity, percent, tag);
+ logger.info("检测到当前server IP {} 存在 {} 异常,超出基线{} {}倍,日志详情\n {}", destinationIp,attackType,base,percent,result);
+ }
} else {
logger.debug("当前server IP:{} 未出现 {} 异常,日志详情 {}", destinationIp, attackType, value.toString());
}
@@ -163,14 +167,14 @@ public class DosDetectionBolt extends BaseBasicBolt {
return result;
}
- private DosEventLog getResult(DosSketchLog value, Severity severity, double percent, String tag) {
+ private DosEventLog getResult(DosSketchLog value, long base, Severity severity, double percent, String tag) {
DosEventLog dosEventLog = new DosEventLog();
dosEventLog.setLog_id(SnowflakeId.generateId());
dosEventLog.setStart_time(value.getSketch_start_time());
dosEventLog.setEnd_time(value.getSketch_start_time() + CommonConfig.STORM_WINDOW_MAX_TIME);
dosEventLog.setAttack_type(value.getAttack_type());
dosEventLog.setSeverity(severity.severity);
- dosEventLog.setConditions(getConditions(PERCENT_INSTANCE.format(percent), value.getSketch_sessions(), tag));
+ dosEventLog.setConditions(getConditions(PERCENT_INSTANCE.format(percent),base, value.getSketch_sessions(), tag));
dosEventLog.setDestination_ip(value.getDestination_ip());
dosEventLog.setDestination_country(IpUtils.ipLookup.countryLookup(value.getDestination_ip()));
String ipList = value.getSource_ip();
@@ -203,12 +207,12 @@ public class DosDetectionBolt extends BaseBasicBolt {
return base;
}
- private String getConditions(String percent, long sessions, String tag) {
+ private String getConditions(String percent, long base, long sessions, String tag) {
switch (tag) {
case "baseline":
return "sessions > " + percent + " of baseline";
case "static":
- return "sessions > " + sessions + " sessions/s";
+ return "sessions > " + base + " sessions/s";
case "sensitivity":
return sessions+" sessions/s Unusually high Sessions";
default:
diff --git a/src/main/java/com/zdjizhi/common/CommonConfig.java b/src/main/java/com/zdjizhi/common/CommonConfig.java
index c34a08c..718f41c 100644
--- a/src/main/java/com/zdjizhi/common/CommonConfig.java
+++ b/src/main/java/com/zdjizhi/common/CommonConfig.java
@@ -35,7 +35,8 @@ public class CommonConfig {
public static final String IP_MMDB_PATH = CommonConfigurations.getStringProperty("ip.mmdb.path");
- public static final int SENSITIVITY_THRESHOLD = CommonConfigurations.getIntProperty("sensitivity.threshold");
+ public static final int STATIC_SENSITIVITY_THRESHOLD = CommonConfigurations.getIntProperty("static.sensitivity.threshold");
+ public static final double BASELINE_SENSITIVITY_THRESHOLD = CommonConfigurations.getDoubleProperty("baseline.sensitivity.threshold");
public static final Integer MIDDLE_STREAM_BOLT_PARALLELISM = CommonConfigurations.getIntProperty("middle.stream.bolt.parallelism");
diff --git a/src/main/resources/common.properties b/src/main/resources/common.properties
index 87a55af..ead59c5 100644
--- a/src/main/resources/common.properties
+++ b/src/main/resources/common.properties
@@ -62,8 +62,11 @@ data.center.id.num=15
ip.mmdb.path=D:\\data\\dat\\
#ip.mmdb.path=/home/wlh/dos-detection/dat/
-#敏感阈值,速率小于此值不报警,默认是100
-sensitivity.threshold=1
+#静态敏感阈值,速率小于此值不报警
+static.sensitivity.threshold=100
+
+#基线敏感阈值
+baseline.sensitivity.threshold=0.2
#聚合并行度参数
middle.stream.bolt.parallelism=1