diff --git a/pkg/event/event.go b/pkg/event/event.go
index def2eb67b..71d6a4cdb 100644
--- a/pkg/event/event.go
+++ b/pkg/event/event.go
@@ -44,8 +44,8 @@ const (
 	YaraMatchesKey MetadataKey = "yara.matches"
 	// RuleNameKey identifies the rule that was triggered by the event
 	RuleNameKey MetadataKey = "rule.name"
-	// RuleSequenceLink represents the join link value in sequence rules
-	RuleSequenceLink MetadataKey = "rule.seq.link"
+	// RuleSequenceLink represents the join link values in sequence rules
+	RuleSequenceLinks MetadataKey = "rule.seq.links"
 	// RuleSequenceOOOKey the presence of this metadata key indicates the
 	// event in the partials list arrived out of order and requires reevaluation
 	RuleSequenceOOOKey MetadataKey = "rule.seq.ooo"
@@ -292,6 +292,20 @@ func (e *Event) ContainsMeta(k MetadataKey) bool {
 	return e.Metadata[k] != nil
 }
 
+// AddSequenceLink adds a new sequence link to the set.
+func (e *Event) AddSequenceLink(link any) {
+	if e.ContainsMeta(RuleSequenceLinks) {
+		links, ok := e.GetMeta(RuleSequenceLinks).(map[any]struct{})
+		if !ok {
+			return
+		}
+		links[link] = struct{}{}
+		e.AddMeta(RuleSequenceLinks, links)
+	} else {
+		e.AddMeta(RuleSequenceLinks, map[any]struct{}{link: {}})
+	}
+}
+
 // AppendParam adds a new parameter to this event.
 func (e *Event) AppendParam(name string, typ params.Type, value params.Value, opts ...ParamOption) {
 	e.Params.Append(name, typ, value, opts...)
@@ -326,9 +340,17 @@ func (e *Event) GetFlagsAsSlice(name string) []string {
 	return strings.Split(e.GetParamAsString(name), "|")
 }
 
-// SequenceLink returns the sequence link value from event metadata.
-func (e *Event) SequenceLink() any {
+// SequenceLink returns the sequence link values from event metadata.
+func (e *Event) SequenceLinks() []any {
 	e.mmux.RLock()
 	defer e.mmux.RUnlock()
-	return e.Metadata[RuleSequenceLink]
+	links, ok := e.Metadata[RuleSequenceLinks].(map[any]struct{})
+	if !ok {
+		return nil
+	}
+	s := make([]any, 0, len(links))
+	for v := range links {
+		s = append(s, v)
+	}
+	return s
 }
diff --git a/pkg/filter/filter.go b/pkg/filter/filter.go
index 09d2e7a49..02d551095 100644
--- a/pkg/filter/filter.go
+++ b/pkg/filter/filter.go
@@ -22,16 +22,17 @@ import (
 	"errors"
 	"expvar"
 	"fmt"
+	"net"
+	"regexp"
+	"strconv"
+	"strings"
+
 	errs "github.com/rabbitstack/fibratus/pkg/errors"
 	"github.com/rabbitstack/fibratus/pkg/event"
 	"github.com/rabbitstack/fibratus/pkg/filter/fields"
 	"github.com/rabbitstack/fibratus/pkg/filter/ql"
 	"github.com/rabbitstack/fibratus/pkg/util/bytes"
 	"github.com/rabbitstack/fibratus/pkg/util/hashers"
-	"net"
-	"regexp"
-	"strconv"
-	"strings"
 )
 
 var (
@@ -292,8 +293,8 @@ func (f *filter) RunSequence(e *event.Event, seqID int, partials map[int][]*even
 			match = ql.Eval(expr.Expr, valuer, f.hasFunctions)
 			if match {
 				// compute sequence key hash to tie the events
-				evt.AddMeta(event.RuleSequenceLink, hashers.FnvUint64(hash))
-				e.AddMeta(event.RuleSequenceLink, hashers.FnvUint64(hash))
+				evt.AddSequenceLink(hashers.FnvUint64(hash))
+				e.AddSequenceLink(hashers.FnvUint64(hash))
 				break
 			}
 		}
@@ -310,7 +311,7 @@ func (f *filter) RunSequence(e *event.Event, seqID int, partials map[int][]*even
 		outer:
 			for i := 0; i < seqID; i++ {
 				for _, p := range partials[i] {
-					if CompareSeqLink(joinID, p.SequenceLink()) {
+					if CompareSeqLink(joinID, p.SequenceLinks()) {
 						joins[i] = true
 						continue outer
 					}
@@ -323,7 +324,7 @@ func (f *filter) RunSequence(e *event.Event, seqID int, partials map[int][]*even
 
 		if match && by != nil {
 			if v := valuer[by.Value]; v != nil {
-				e.AddMeta(event.RuleSequenceLink, v)
+				e.AddSequenceLink(v)
 			}
 		}
 	}
@@ -511,57 +512,89 @@ func (f *filter) checkBoundRefs() error {
 	return nil
 }
 
-// CompareSeqLink returns true if both values
-// representing the sequence joins are equal.
-func CompareSeqLink(s1, s2 any) bool {
-	if s1 == nil || s2 == nil {
+// CompareSeqLink returns true if any value
+// in the sequence link slice equals to the
+// given LHS value.
+func CompareSeqLink(lhs any, rhs []any) bool {
+	if lhs == nil || rhs == nil {
 		return false
 	}
-	switch v := s1.(type) {
+	for _, v := range rhs {
+		if compareSeqLink(lhs, v) {
+			return true
+		}
+	}
+	return false
+}
+
+// CompareSeqLinks returns true any LHS sequence
+// link values equal to the RHS sequence link values.
+func CompareSeqLinks(lhs []any, rhs []any) bool {
+	if lhs == nil || rhs == nil {
+		return false
+	}
+	for _, v1 := range lhs {
+		for _, v2 := range rhs {
+			if compareSeqLink(v1, v2) {
+				return true
+			}
+		}
+	}
+	return false
+}
+
+func compareSeqLink(lhs any, rhs any) bool {
+	if lhs == nil || rhs == nil {
+		return false
+	}
+
+	switch v := lhs.(type) {
 	case string:
-		s, ok := s2.(string)
+		s, ok := rhs.(string)
 		if !ok {
 			return false
 		}
 		return strings.EqualFold(v, s)
 	case uint8:
-		n, ok := s2.(uint8)
+		n, ok := rhs.(uint8)
 		if !ok {
 			return false
 		}
 		return v == n
 	case uint16:
-		n, ok := s2.(uint16)
+		n, ok := rhs.(uint16)
 		if !ok {
 			return false
 		}
 		return v == n
 	case uint32:
-		n, ok := s2.(uint32)
+		n, ok := rhs.(uint32)
 		if !ok {
 			return false
 		}
 		return v == n
 	case uint64:
-		n, ok := s2.(uint64)
+		n, ok := rhs.(uint64)
 		if !ok {
 			return false
 		}
-		return v == n
+		if v == n {
+			return true
+		}
 	case int:
-		n, ok := s2.(int)
+		n, ok := rhs.(int)
 		if !ok {
 			return false
 		}
 		return v == n
 	case uint:
-		n, ok := s2.(uint)
+		n, ok := rhs.(uint)
 		if !ok {
 			return false
 		}
 		return v == n
 	case net.IP:
-		ip, ok := s2.(net.IP)
+		ip, ok := rhs.(net.IP)
 		if !ok {
 			return false
 		}
diff --git a/pkg/rules/sequence.go b/pkg/rules/sequence.go
index d5bcf2ff4..6ea41d386 100644
--- a/pkg/rules/sequence.go
+++ b/pkg/rules/sequence.go
@@ -21,6 +21,11 @@ package rules
 import (
 	"context"
 	"expvar"
+	"sort"
+	"sync"
+	"sync/atomic"
+	"time"
+
 	fsm "github.com/qmuntal/stateless"
 	"github.com/rabbitstack/fibratus/pkg/config"
 	"github.com/rabbitstack/fibratus/pkg/event"
@@ -29,10 +34,6 @@ import (
 	"github.com/rabbitstack/fibratus/pkg/filter/ql"
 	"github.com/rabbitstack/fibratus/pkg/ps"
 	log "github.com/sirupsen/logrus"
-	"sort"
-	"sync"
-	"sync/atomic"
-	"time"
 )
 
 const (
@@ -520,7 +521,7 @@ func (s *sequenceState) runSequence(e *event.Event) bool {
 			for seqID := 0; seqID < len(s.partials); seqID++ {
 				for _, outer := range s.partials[seqID] {
 					for _, inner := range s.partials[seqID+1] {
-						if filter.CompareSeqLink(outer.SequenceLink(), inner.SequenceLink()) {
+						if filter.CompareSeqLinks(outer.SequenceLinks(), inner.SequenceLinks()) {
 							setMatch(seqID, outer)
 							setMatch(seqID+1, inner)
 						}